{"nbformat":4,"nbformat_minor":0,"metadata":{"colab":{"provenance":[],"mount_file_id":"1XbwcnNZXJJv_WnvJidsxzE2lI6Sq38LK","authorship_tag":"ABX9TyNhUW7rGf1Gld4y26kAU2eC"},"kernelspec":{"name":"python3","display_name":"Python 3"},"language_info":{"name":"python"}},"cells":[{"cell_type":"markdown","source":["# Setup"],"metadata":{"id":"urkcA9p8NunS"}},{"cell_type":"code","execution_count":1,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"p620R6geNqd0","executionInfo":{"status":"ok","timestamp":1739185114980,"user_tz":-60,"elapsed":87472,"user":{"displayName":"Diogo Resende","userId":"05706604408624562002"}},"outputId":"760bc429-0a23-4321-b592-196d1c8bf08b"},"outputs":[{"output_type":"stream","name":"stdout","text":["\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m42.5/42.5 kB\u001b[0m \u001b[31m2.0 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n","\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m 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dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.\n","transformers 4.48.2 requires tokenizers<0.22,>=0.21, but you have tokenizers 0.20.3 which is incompatible.\u001b[0m\u001b[31m\n","\u001b[0m"]}],"source":["!pip install 'crewai[tools]' -q"]},{"cell_type":"code","source":["%cd /content/drive/MyDrive/AI Agents/CrewAI/Job Interview Prep Part 2"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"BqWmBFYQNymn","executionInfo":{"status":"ok","timestamp":1739185115309,"user_tz":-60,"elapsed":327,"user":{"displayName":"Diogo Resende","userId":"05706604408624562002"}},"outputId":"4cc6471b-9f78-43f6-e497-2ade4b557dcb"},"execution_count":2,"outputs":[{"output_type":"stream","name":"stdout","text":["/content/drive/MyDrive/AI Agents/CrewAI/Job Interview Prep Part 2\n"]}]},{"cell_type":"code","source":["# Retrieve API Keys and store them as Environment variables\n","from google.colab import userdata\n","openai_api_key = userdata.get('ai_agents_openai')\n","serper_api_key = userdata.get('serper_api')\n","\n","import os\n","os.environ['OPENAI_API_KEY'] = openai_api_key\n","os.environ['SERPER_API_KEY'] = serper_api_key"],"metadata":{"id":"mY7topp8OOs3","executionInfo":{"status":"ok","timestamp":1739185130178,"user_tz":-60,"elapsed":900,"user":{"displayName":"Diogo Resende","userId":"05706604408624562002"}}},"execution_count":3,"outputs":[]},{"cell_type":"code","source":["# import libraries\n","from crewai import Agent, Crew, Process, Task\n","from langchain_openai import ChatOpenAI\n","from IPython.display import display, Markdown\n","from crewai_tools import ScrapeWebsiteTool, SerperDevTool"],"metadata":{"id":"c36QOsjDO0Iq","executionInfo":{"status":"ok","timestamp":1739185144079,"user_tz":-60,"elapsed":13907,"user":{"displayName":"Diogo Resende","userId":"05706604408624562002"}}},"execution_count":4,"outputs":[]},{"cell_type":"code","source":["# Define the LLM\n","llm = ChatOpenAI(model_name = \"gpt-4o\", temperature  = 0.5)"],"metadata":{"id":"povBV9IKPJNW","executionInfo":{"status":"ok","timestamp":1739185144179,"user_tz":-60,"elapsed":102,"user":{"displayName":"Diogo Resende","userId":"05706604408624562002"}}},"execution_count":5,"outputs":[]},{"cell_type":"markdown","source":["# User Inputs"],"metadata":{"id":"6JmHO-bnUADY"}},{"cell_type":"code","source":["# Call for inputs: Interviewer, company, job position, job description:\n","interviewer = input(\"Enter the name of the interviewer (if unknown include None): \")\n","company = input(\"Enter the name of the company: \")\n","job_position = input(\"Enter the job position: \")\n","job_description = input(\"Enter the job description: \")"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"SoJspV1mPSLG","executionInfo":{"status":"ok","timestamp":1739185184647,"user_tz":-60,"elapsed":34470,"user":{"displayName":"Diogo Resende","userId":"05706604408624562002"}},"outputId":"e1728344-ea67-46b0-b62a-dead79a5d995"},"execution_count":7,"outputs":[{"name":"stdout","output_type":"stream","text":["Enter the name of the interviewer (if unknown include None): Matthias Glöel\n","Enter the name of the company: Beat81\n","Enter the job position: Data Analytics Working Student\n","Enter the job description: About the Role As a Working Student in our Analytics Team, you will work closely with our Tech, Product, Marketing and Operations team to support our daily operations with analytical insights and help us to grow. You will be joining a dynamic, fast-paced start-up where you’ll have ownership and impact from day one!  Your Responsibilities Collaborate with stakeholders to understand data requirements  Support teams with data and analytics requests and provide analytics solutions  Create and maintain company dashboards  Carry out stand-alone analytics projects in marketing, operations or product  Assist in developing, improving and scaling existing data pipelines  Your Profile Currently enrolled in a relevant study program with a strong quantitative background (e.g. mathematics, computer science, data science, business informatics etc.)  Good knowledge of Google Sheets  Good Knowledge of SQL  Good Knowledge of Python  Knowledge of common data visualization tools (e.g. Tableau, Lookerstudio etc.)  Knowledge of dbt, GCP, BigQuery is a plus  Fluent in English  OUR OFFER  WALK THE TALK: Unlimited BEAT81 workouts for you and one family member/friend: we guarantee that you will get fit working here :)  YOUR DEVICE: Everyone has their own preferences when it comes to technology - whether it’s Mac or Windows - you choose your laptop. Additionally, we provide Bose noise-canceling headphones  HYBRID WORK: We have a beautiful office in the heart of Berlin (Weinmeisterstraße) with free drinks, healthy snacks and fruits. We like to spend time there together, but you are also welcome to work from home  FLEXIBLE WORKING HOURS: Early bird or late riser? Shape your workday to align with your personal commitments and preferences in coordination with your team and the business needs  TEAM RITUALS: Shared experiences build a strong team culture. That’s why we have our usuals such as regular all hands meetings, Aperol Thursdays and joint workouts - there is something for everyone  TEAM EVENTS: Our summer and Christmas parties have become as legendary as our annual off-sites and the perfect occasion to spend quality time with team members\n"]}]},{"cell_type":"markdown","source":["# Research Crew"],"metadata":{"id":"Lh-d0-0eUaux"}},{"cell_type":"markdown","source":["## Research AI Agent"],"metadata":{"id":"xf8bwrlXUc1v"}},{"cell_type":"code","source":["# Create the Research AI Agent\n","research_agent = Agent(\n","    role = \"Research Agent\",\n","    goal = \"conduct in-depth research\",\n","    backstory = \"\"\" As a Research Specialist, your mission is to uncover detailed and relevant information.\n","    The ultimate goal is to meet the expectations o the task\"\"\",\n","    llm = llm,\n","    tools = [ScrapeWebsiteTool(),  SerperDevTool()])"],"metadata":{"id":"z9c9p6PbURmg","executionInfo":{"status":"ok","timestamp":1739185189544,"user_tz":-60,"elapsed":6,"user":{"displayName":"Diogo Resende","userId":"05706604408624562002"}}},"execution_count":8,"outputs":[]},{"cell_type":"markdown","source":["## Research Tasks"],"metadata":{"id":"yIbFFHJ9WCd_"}},{"cell_type":"code","source":["# Define the task about researching the company\n","research_company_task = Task(\n","    description = f\"\"\"\n","    Research about {company}, their position in the sector and recent industry trends.\n","    Focus on recent news and developments from last 12 months\"\"\",\n","    expected_output = f\"\"\" A comprehensive report in Markdown with bullet point about {company} and its indutry\"\"\",\n","    agent = research_agent)"],"metadata":{"id":"fLeXGVxNV8_O","executionInfo":{"status":"ok","timestamp":1739185190489,"user_tz":-60,"elapsed":2,"user":{"displayName":"Diogo Resende","userId":"05706604408624562002"}}},"execution_count":9,"outputs":[]},{"cell_type":"code","source":["# Research Interviewer Task\n","research_person_task = Task(\n","    description = f\"Research about {interviewer} with a focus on their professional career\",\n","    expected_output = f\"\"\"A comprehensive report in Markdown with bullet point about {interviewer}\"\"\",\n","    agent = research_agent)"],"metadata":{"id":"0aG1OM13YKye","executionInfo":{"status":"ok","timestamp":1739185190600,"user_tz":-60,"elapsed":5,"user":{"displayName":"Diogo Resende","userId":"05706604408624562002"}}},"execution_count":10,"outputs":[]},{"cell_type":"markdown","source":["## AI Coach + Interview Prep"],"metadata":{"id":"9jYx5BLWYnac"}},{"cell_type":"code","source":["# Build the AI interview coach agent\n","coach_agent = Agent(\n","    role = \"Interview Coach\",\n","    goal = f\"I help the user prepare for the job interview for job {job_position}\",\n","    backstory = f\"You are an expert in job interviews in companies like {company}\",\n","    llm = llm)"],"metadata":{"id":"nVGSf_frYleX","executionInfo":{"status":"ok","timestamp":1739185191519,"user_tz":-60,"elapsed":4,"user":{"displayName":"Diogo Resende","userId":"05706604408624562002"}}},"execution_count":11,"outputs":[]},{"cell_type":"code","source":["# Prepare the lsit of questions\n","define_questions_task = Task(\n","    description = f\"\"\"\n","    Define a list a of questions to prepare the user for the job {job_position} based on the company {company}, job description {job_description} and interviewer {interviewer}\"\"\",\n","    expected_output = f\"\"\" a list of 20 questions to ask the user in Markdown format that cover: Culture and Team fit, Job position Fit, Background and ways of working, Growth Mindset\"\"\",\n","    agent = coach_agent,\n","    context = [research_company_task, research_person_task])"],"metadata":{"id":"8BnpC2r1Zojr","executionInfo":{"status":"ok","timestamp":1739185192200,"user_tz":-60,"elapsed":10,"user":{"displayName":"Diogo Resende","userId":"05706604408624562002"}}},"execution_count":12,"outputs":[]},{"cell_type":"markdown","source":["## Assemble the Crew"],"metadata":{"id":"eq7EHjR8dp-Y"}},{"cell_type":"code","source":["# Assembling the crew\n","crew = Crew(\n","    agents = [research_agent, coach_agent],\n","    tasks = [research_company_task, research_person_task, define_questions_task],\n","    verbose = True,\n","    process = Process.sequential)\n","result = crew.kickoff({\"topic\": \"Write a list of question to prepare for the the interview\"})"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"tMt7Fku8arIn","executionInfo":{"status":"ok","timestamp":1739185256842,"user_tz":-60,"elapsed":64023,"user":{"displayName":"Diogo Resende","userId":"05706604408624562002"}},"outputId":"32920aaa-29a6-4d86-8d4c-35aa9e43b8de"},"execution_count":13,"outputs":[{"output_type":"stream","name":"stdout","text":["\u001b[1m\u001b[95m# Agent:\u001b[00m \u001b[1m\u001b[92mResearch Agent\u001b[00m\n","\u001b[95m## Task:\u001b[00m \u001b[92m\n","    Research about Beat81, their position in the sector and recent industry trends.\n","    Focus on recent news and developments from last 12 months\u001b[00m\n","\n","\n","\u001b[1m\u001b[95m# Agent:\u001b[00m \u001b[1m\u001b[92mResearch Agent\u001b[00m\n","\u001b[95m## Using tool:\u001b[00m \u001b[92mSearch the internet with Serper\u001b[00m\n","\u001b[95m## Tool Input:\u001b[00m \u001b[92m\n","\"{\\\"search_query\\\": \\\"Beat81 news 2023\\\"}\"\u001b[00m\n","\u001b[95m## Tool Output:\u001b[00m \u001b[92m\n","{'searchParameters': {'q': 'Beat81 news 2023', 'type': 'search', 'num': 10, 'engine': 'google'}, 'organic': [{'title': 'Winter Warrior Challenge 2023 - BEAT81', 'link': 'https://www.beat81.com/lp/winter-warrior-challenge-2023', 'snippet': '\\u200dThe goal of the challenge is to participate in a total of 15 BEAT81 classes between November 20, 2023, and December 31, 2023. ... GRITSpot GmbH is also not ...', 'position': 1}, {'title': 'it was a blast   Thanks to everyone who joined our little BEAT81 ...', 'link': 'https://www.instagram.com/beat81/reel/CrGp6lsORBh/', 'snippet': 'FIBO 2023 - it was a blast Thanks to everyone who joined our little BEAT81 booth at the @fiboofficial. We performed more than 20 booth workouts and 2 stage ...', 'position': 2}, {'title': 'BEAT the HEAT Challenge 2023 - BEAT81', 'link': 'https://www.beat81.com/lp/beat-the-heat-challenge-2023', 'snippet': '\\u200dThe goal of the challenge is to participate in a total of 15 BEAT81 classes between July 31, 2023, and September 11, 2023. ... GRITSpot GmbH is ...', 'position': 3}, {'title': 'BEAT81 | The countdown is on! Starting today, you have until ...', 'link': 'https://www.instagram.com/beat81/p/CvXPaN-ssI7/', 'snippet': '⏰ Starting today, you have until September 11 to participate in our BEAT the HEAT Challenge and do 15 workouts to win an exclusive BEAT81 prize.', 'position': 4}, {'title': 'Getting Into Fitness In Berlin With BEAT81 & Urban Sports Club', 'link': 'https://medium.com/life-after-the-anmeldung/getting-into-fitness-in-berlin-with-beat81-urban-sports-club-e7c7f6305c87', 'snippet': \"If you're unfamiliar with BEAT81, they offer 45-minute high-intensity workout classes in indoor and outdoor locations around Berlin, Munich, ...\", 'position': 5}, {'title': 'Home | BEAT81 | HIIT Functional Training & Group Fitness', 'link': 'https://www.beat81.com/', 'snippet': 'Smarter workouts to see results faster. Burn up to 1000 calories in just 45 minutes. Book a free workout. Reach your goals with Various Workouts.', 'position': 6, 'sitelinks': [{'title': 'BEAT81-Shop', 'link': 'https://shop.beat81.com/'}, {'title': 'Membership', 'link': 'https://www.beat81.com/membership'}, {'title': 'Workouts', 'link': 'https://www.beat81.com/classes'}, {'title': 'First Workout', 'link': 'https://www.beat81.com/first-timers'}]}, {'title': 'BEAT81 Interview Questions (2025) - Glassdoor', 'link': 'https://www.glassdoor.com/Interview/BEAT81-Interview-Questions-E2855598.htm', 'snippet': 'BEAT81 interview details: 26 interview questions and 21 interview reviews posted anonymously by BEAT81 interview candidates.', 'position': 7}, {'title': 'Berlin-based BEAT81 scores €6.4 million to strengthen fitness ...', 'link': 'https://tech.eu/2019/09/26/berlin-based-beat81-scores-e6-4-million-to-strengthen-fitness-communities/', 'snippet': \"BEAT81, one of Europe's fastest growing fitness tech companies, has raised a €6.4 million Series A funding round led by EQT Ventures.\", 'position': 8}, {'title': 'r/berlin on Reddit: Is there a HIIT group you would recommend for ...', 'link': 'https://www.reddit.com/r/berlin/comments/10yyir8/is_there_a_hiit_group_you_would_recommend_for/', 'snippet': 'Beat81 is great, they also having spinning classes, it just depends if you get stressed out by the heart monitors on the screen. They have ...', 'position': 9}, {'title': 'Beat81 - Overview, News & Similar companies | ZoomInfo.com', 'link': 'https://www.zoominfo.com/c/beat81/507136111', 'snippet': 'Beat81 has more open roles in Operations than it has had at any time in the past 6 months. Event. will be attending the Franchise Expo Germany 2023 conference ...', 'position': 10}], 'relatedSearches': [{'query': 'BEAT81 locations'}, {'query': 'BEAT81 München'}, {'query': 'BEAT81 düsseldorf'}, {'query': 'BEAT81 reviews'}, {'query': 'BEAT81 frankfurt'}, {'query': 'Beat81 Berlin'}, {'query': 'Beat 81 köln'}, {'query': 'BEAT81 support'}], 'credits': 1}\u001b[00m\n","\n","\n","\u001b[1m\u001b[95m# Agent:\u001b[00m \u001b[1m\u001b[92mResearch Agent\u001b[00m\n","\u001b[95m## Using tool:\u001b[00m \u001b[92mRead website content\u001b[00m\n","\u001b[95m## Tool Input:\u001b[00m \u001b[92m\n","\"{\\\"website_url\\\": \\\"https://www.beat81.com/lp/winter-warrior-challenge-2023\\\"}\"\u001b[00m\n","\u001b[95m## Tool Output:\u001b[00m \u001b[92m\n","Winter Warrior Challenge 2023\n","Method First Workout Workouts Ride Membership About Shop EN DE EN Front Desk Jobs Become A Coach Log In Log in - App Log in - Web ‍ Winter Warrior Challenge 2023 An English translation of the challenge terms can be found at the bottom of this page. Only the German version is legally binding. Teilnahmebedingungen 1. Sprachlicher Hinweis Soweit in den vertraglichen Regelungen oder den nachfolgenden Allgemeinen  Geschäftsbedingungen die männliche oder weibliche Sprachform verwendet wird, geschieht  dies lediglich zur sprachlichen Vereinfachung. Sämtliche Regelungen gelten gleichermaßen  und wertneutral für Angehörige sämtlicher Geschlechter. 2. Teilnahmebedingungen & Anmeldung Die von der GRITSpot GmbH (BEAT81) unter dem Namen “Winter Warrior” angebotene Challenge steht allen Nutzern der BEAT81 App offen. Zur Teilnahme an der Challenge müssen sich Nutzer in der BEAT81-App anmelden. Die Anmeldung ist bis zum 31.12.2023 möglich. Die Teilnahme an der Challenge ist nur volljährigen Nutzern gestattet. Zur aktiven Teilnahme an der Challenge ist zusätzlich eine Mitgliedschaft bei BEAT81 oder einem Partner von BEAT81 notwendig, welche den Nutzer zur Buchung und Teilnahme an Fitnesskursen von BEAT81 befähigt. 3. Ziel der Challenge & berücksichtigte Kurse Ziel der Challenge ist, zwischen dem 20.11.2023 und dem 31.12.2023, im folgenden \"Challenge-Zeitraum\", an insgesamt 15 BEAT81 Kursen teilzunehmen. Für die Zielerreichung werden alle von BEAT81 angebotenen Fitnesskurse gleichermaßen gewertet. Unabhängig vom Datum der Anmeldung werden alle Kursteilnahmen ab dem 20.11.2023 für die Erreichung des Ziels (auch rückwirkend) gewertet. Ein Kurs wird nur für die Challenge gezählt, wenn dabei ein Sensor getragen oder die Teilnahme aktiv durch den verantwortlichen Trainer bestätigt wurde. Die Einbeziehung von Teilnahmen ohne Sensor ist nicht garantiert und sammelt auch keine BEAT Points. Teilnehmer haben die Möglichkeit, die Workouts flexibel über den Challenge-Zeitraum zu verteilen. 4. Preise 4.1 BEAT81 Trinkflasche bei Teilnahme an 15 Workouts Nehmen Teilnehmer innerhalb des Challenge-Zeitraums an 15 Workouts teil, im folgenden als \"Gewinner\" bezeichnet, gewinnen sie eine BEAT81 Trinkflasche, welche ab dem 15.1.2024 in den folgenden BEAT81-Standorten abgeholt werden können: - BEAT81, Schleißheimer Str. 141, 80797 München - BEAT81, Plinganserstraße 45, 81369 München - BEAT81, Dürener Str. 85, 50931 Köln - BEAT81, Derendorfer Str 61, 40479 Düsseldorf - BEAT81, Dircksenstraße 99, 10178 Berlin - BEAT81, Schönhauser Allee 124, 10437 Berlin - BEAT81, Libauer Str. 1, 10245 Berlin 4.2 ICIW Shirt bei Erreichen der Top 100 Die 100 Teilnehmer mit den meisten Workouts und BEAT-Points werden in einem Leaderboard im Challenge-Bereich in der BEAT81 App angezeigt. Durch die Teilnahme an der Challenge stimmen die Teilnehmer zu, in dem Leaderboard mit Namen, Bild, absolvierten Workouts und gesammelten BEAT-Points gelistet zu werden. Befinden sich Teilnehmer am Ende des Challenge-Zeitraums auf diesem Leaderboard, gewinnen sie ein ICIW Shirt. Ab dem 15.1.2024 können die Shirts in den folgenden BEAT81-Standorten abgeholt werden: - BEAT81, Schleißheimer Str. 141, 80797 München - BEAT81, Dürener Str. 85, 50931 Köln - BEAT81, Derendorfer Str 61, 40479 Düsseldorf - BEAT81, Dircksenstraße 99, 10178 Berlin 4.3 Verlosung von 100 ICIW Gutscheinen im Wert von jeweils 50€  unter allen Gewinnern. Unter allen Gewinnern werden zusätzlich 100 ICIW Gutscheine im Wert von jeweils 50€. Die Teilnahme an der Verlosung erfolgt automatisch, durch die Anmeldung bei der Challenge. 4.4 Teilnahme von Mitarbeitern Mitarbeiter von ICIW und BEAT81 sowie deren unmittelbare Familienangehörige sind vom Gewinn der ICIW Shirts und der Verlosung der ICIW Gutscheine ausgeschlossen. Sie können jedoch weiterhin an der Challenge teilnehmen, um die Trinkflaschen-Prämie zu erhalten. 4.5 Maximalgewinn Jede Person kann maximal ein Shirt, einen Gutschein und eine Trinkflasche im Rahmen der Challenge gewinnen. Ein mehrfache Teilnahme an der Challenge über mehrere Konten in der BEAT81 App ist nicht möglich. 4.7 Gewinnmitteilung und Abholung der Preise ‍ Am 2.1.2024 erhalten alle Challenge-Gewinner eine Gewinnbestätigung per Email. Diese muss dann im jeweiligen BEAT81-Standort vorgezeigt werden um Trinkflasche bzw. Shirt, im folgenden \"physische Preise\", zu erhalten. Im Falle eines Gutschein-Gewinns erhält der Gewinner den dazugehörigen Gutscheincode ein einer separaten Email bis zum 7.1.2024 Es ist möglich die Gewinnbestätigung mit anderen Personen zu teilen, damit diese die Preise am BEAT81-Standort abholen können. In diesem Fall übernimmt BEAT81 keine Haftung, sollten diese Personen die Gewinnbestätigung missbräuchlich nutzen. Wichtig: Die physischen Preise können nur vom 15.1. - 9.2. abgeholt werden. Eine Abholung am Wochenende kann nicht garantiert werden. Nach Ablauf der jeweiligen Frist ist eine Abholung der Preise nicht mehr möglich. 4.8 Umtausch von Preisen All Preise sind vom Umtausch ausgeschlossen. 5. Haftungsausschluss Die GRITSpot GmbH (BEAT81) übernimmt keine Haftung für Schäden, Verletzungen oder Verluste, die im Zusammenhang mit der Teilnahme an der Challenge 'Winter Warrior' entstehen könnten. Die Teilnahme erfolgt auf eigenes Risiko. Die GRITSpot GmbH haftet nicht für Schäden, die durch Fahrlässigkeit oder Vorsatz von Teilnehmern, Trainern oder Dritten verursacht werden. Die GRITSpot GmbH haftet auch nicht für technische Störungen, Ausfälle, Verzögerungen oder sonstige Probleme im Zusammenhang mit der BEAT81-App oder der Buchung der Kurse. Jeder Teilnehmer ist für seine eigene körperliche Fitness und Gesundheit verantwortlich und sollte sicherstellen, dass er/sie für die Teilnahme an den Kursen geeignet ist. Die GRITSpot GmbH übernimmt keine Verantwortung für medizinische oder gesundheitliche Probleme, die sich aus der Teilnahme an der Challenge ergeben könnten. 6. Schlussbestimmungen Die GRITSpot GmbH behält sich das Recht vor, die Teilnahmebedingungen und Regeln der Challenge jederzeit zu ändern oder die Challenge aus wichtigen Gründen abzubrechen. Teilnehmer werden über etwaige Änderungen oder den Abbruch innerhalb von 24 Stunden informiert. Durch die Teilnahme an der Challenge stimmen die Teilnehmer den Teilnahmebedingungen und Regeln zu und erklären sich damit einverstanden, dass die GRITSpot GmbH ihre Daten für die Zwecke der Challenge verwendet. Weitere Informationen zur Datenverarbeitung von  findest du in unserer Datenschutzerklärung . 7. Unabhängige Einrichtung: Die Winter Warrior Challenge wird ausschließlich von der GRITSpot GmBH (BEAT81) organisiert. Es handelt sich nicht um ein Produkt oder eine Dienstleistung von Apple, und Apple übernimmt keine Verantwortung für die Organisation, Durchführung oder Ergebnisse. 7.1 Keine Unterstützung von Apple: Apple unterstützt, sponsert oder bietet keinerlei Unterstützung für die Winter Warrior Challenge an. Jegliche Bezugnahme auf Apple erfolgt nur zu Illustrationszwecken. 7.2 Freistellung von Apple: Durch die Teilnahme an der Winter Warrior Challenge entbinden Sie Apple von jeglichen Ansprüchen, Forderungen, Haftungen oder Klagegründen, die im Zusammenhang mit Ihrer Teilnahme am Wettbewerb stehen. 7.3 Apple's Geschäftsbedingungen: Alle Teilnehmer der Winter Warrior Challenge müssen sich an die Geschäftsbedingungen von Apple sowie an alle relevanten App Store-Richtlinien halten. Conditions of participation 1. Participation Requirements & Registration ‍ The challenge \"Winter Warrior\" offered by GRITSpot GmbH (BEAT81) is open to all users of the BEAT81 App. Users must register in the BEAT81 App to participate in the challenge. Registration is possible until December 31, 2023. Participation in the challenge is only permitted for adult users. Active participation in the challenge requires a membership with BEAT81 or a partner of BEAT81, which enables the user to book and participate in fitness classes offered by BEAT81. ‍ 2. Challenge Objective & Included Classes ‍ The goal of the challenge is to participate in a total of 15 BEAT81 classes between November 20, 2023, and December 31, 2023. All fitness classes offered by BEAT81 are equally considered for goal achievement. Regardless of the registration date, all class participations starting from November 20, 2023, will be counted towards the goal (including retroactively). A class will only be counted for the challenge if a sensor is worn or participation is actively confirmed by the responsible trainer. Counting of participations without sensor are not guaranteed and do not collect any BEAT Points. Participants have the flexibility to distribute the workouts throughout the challenge period. ‍ 3. Prizes 3.1 BEAT81 Water Bottle for Completing 15 Workouts ‍ Participants who complete 15 workouts within the challenge period, hereinafter referred to as \"Winners\", will win a BEAT81 Water Bottle, which can be collected from the following BEAT81 locations starting from January 15th, 2024: - BEAT81, Schleißheimer Str. 141, 80797 Munich - BEAT81, Plinganserstraße 45, 81369 Munich - BEAT81, Dürener Str. 85, 50931 Cologne - BEAT81, Derendorfer Str 61, 40479 Dusseldorf - BEAT81, Dircksenstraße 99, 10178 Berlin - BEAT81, Schönhauser Allee 124, 10437 Berlin - BEAT81, Libauer Str. 1, 10245 Berlin ‍ 3.2 ICIW Shirt for Top 100 ‍ The top 100 participants with the highest number of workouts and BEAT-Points will be displayed on a leaderboard in the challenge section of the BEAT81 App. By participating in the challenge, participants agree to be listed on the leaderboard with their names, pictures, completed workouts, and accumulated BEAT-Points. If participants are on this leaderboard at the end of the challenge period, they will win a ICIW Top 100 Shirt. Shirts can be picked up from the following BEAT81 locations starting from January 15th, 2024: - BEAT81, Schleißheimer Str. 141, 80797 Munich - BEAT81, Dürener Str. 85, 50931 Cologne - BEAT81, Derendorfer Str. 61, 40479 Düsseldorf - BEAT81, Dircksenstraße 99, 10178 Berlin ‍ 3.3 Raffle of 100 ICIW 50€ Gift Cards among all Winners ‍ An additional 100 ICIW 50€ Gift Cards will be raffled among all winners. Participation in the raffle is automatic upon registration for the challenge. ‍ ‍ 3.4 Participation by Employees ‍ Employees of ICIW and BEAT81, as well as their immediate family members, are excluded from winning shirts and the gift card raffle. However, they can still participate in the challenge to receive the water bottle prize. ‍ 3.6 Maximum Prize ‍ Each individual can win a maximum of one shirt, one water bottle and one gift card as part of the challenge. Participating multiple times in the challenge through multiple accounts in the BEAT81 App is not permitted. 3.7 Prize Confirmation and Collection of Prizes On January 2nd, 2024 all challenge winners will receive a prize confirmation via email. This confirmation must then be presented at the respective BEAT81 location to receive the shirt and/or water bottle. All raffle winners will receive a separate email with a gift card code until January 7th, 2024 It is possible to share the prize confirmation with other persons to have them pick up the prize at the BEAT81 location. Please note, that in such cases BEAT81 does not assume liability if the confirmation is misused by those persons prematurely. Important note: Shirts and water bottles have to be picked up between January 15th - February 9th, 2024. A pickup on the weekend cannot be guaranteed. A collection of prizes after this date is not possible. 3.8 Exchange of prizes All prizes are excluded from exchange. ‍ 4. Disclaimer of Liability ‍ GRITSpot GmbH (BEAT81) assumes no liability for any damages, injuries, or losses that may arise from participating in the \"Winter Warrior\" challenge. Participation is at your own risk. GRITSpot GmbH is not liable for damages caused by the negligence or intentional misconduct of participants, trainers, or third parties. GRITSpot GmbH is also not liable for technical disruptions, failures, delays, or other issues related to the BEAT81 App or the class booking process. Each participant is responsible for their own physical fitness and health and should ensure that they are suitable for participating in the classes. GRITSpot GmbH does not assume any responsibility for medical or health issues that may arise from participating in the challenge. ‍ 5. Final Provisions ‍ GRITSpot GmbH reserves the right to change the terms and rules of the challenge at any time or to cancel the challenge for important reasons. Participants will be informed of any changes or cancellations within 24 hours. By participating in the challenge, participants agree to the terms and conditions and consent to GRITSpot GmbH using their data for the purposes of the challenge. For more information on the data processing please refer to our privacy policy . 6. Independent Entity : The BEAT the HEAT Challenge is solely organized by GRITSPOT GMBH (BEAT81). It is not an Apple product or service, and Apple bears no responsibility for its organization, administration, or outcomes. 6.1 No Apple Endorsement : Apple does not endorse, sponsor, or provide any support for the Winter Warrior Challenge. Any reference to Apple is for illustrative purposes only. 6.2 Release of Apple : By participating in the Winter WarriorChallenge, you release Apple from any claims, demands, liabilities, or causes of action arising out of or related to your participation in the challenge. 6.3 Apple's Terms : All participants in the Winter Warrior Challenge are required to comply with Apple's terms and conditions, as well as any relevant app store guidelines. Method First workout Workouts Memberships Career Become a coach Press kit Our mission Terms and conditions Privacy policy Imprint Follow Us ‍\n","\u001b[00m\n","\n","\n","\u001b[1m\u001b[95m# Agent:\u001b[00m \u001b[1m\u001b[92mResearch Agent\u001b[00m\n","\u001b[95m## Using tool:\u001b[00m \u001b[92mRead website content\u001b[00m\n","\u001b[95m## Tool Input:\u001b[00m \u001b[92m\n","\"{\\\"website_url\\\": \\\"https://medium.com/life-after-the-anmeldung/getting-into-fitness-in-berlin-with-beat81-urban-sports-club-e7c7f6305c87\\\"}\"\u001b[00m\n","\u001b[95m## Tool Output:\u001b[00m \u001b[92m\n","Getting Into Fitness In Berlin With BEAT81 & Urban Sports Club | by Daniel Marcinkowski | Life After Anmeldung | Jan, 2025 | Medium Open in app Sign up Sign in Write Sign up Sign in Mastodon Getting Into Fitness In Berlin With BEAT81 & Urban Sports Club Daniel Marcinkowski · Follow Published in Life After Anmeldung · 4 min read · Jan 29, 2025 -- Listen Share Photo: BEAT81 Sign up for the Urban Sports Club membership here and get a 5€ discount. I used to be far from physically active. For most of my time in Berlin, I have been using a bike to commute. Being stuck at home during the pandemic, I shortly used an app called Fitbod to exercise at home. But then, I haven’t done much, especially after I started working for a fully remote company. Fast forward to the present day, I have 400+ days of Move Streak on my Apple Watch. I work out almost every day. And I even grew some muscle! None of this would have happened if it wasn’t for my doctor who pushed me to get in some cardio to combat high blood pressure 1 and my friends who convinced me to give the BEAT81 indoor cycling class a shot. Photo: BEAT81 BEAT81 Classes in Berlin If you’re unfamiliar with BEAT81, they offer 45-minute high-intensity workout classes in indoor and outdoor locations around Berlin, Munich, Cologne, Dusseldorf, and, for some reason, Los Angeles. Their workouts range from HIIT, and strength-oriented classes, to indoor cycling. And if you’re wondering, BEAT81 stands for over 81% of your maximum heart rate. You can wear a heart rate sensor during the classes to see your pulse percentage on the screens around the room. My first three trial classes with BEAT81 were all spinning, and they got me hooked. Initially, I purchased a package of workout tickets, but I quickly switched to a much cheaper and more versatile option: Urban Sports Club. Screenshots: Urban Sports Club app Urban Sports Club Membership You can think of Urban Sports Club (USC) as a Netflix for fitness studios . You pay a single membership fee that gives you access to thousands of locations across Germany, Austria, the Netherlands, Belgium, France, Spain, and Portugal. In Berlin alone, USC has well over 1,400 partners. And yes, that includes all 16 BEAT81 studios. What makes Urban Sports such a good deal are two things: the wide range of activities offered, and affordability. The former is easy to understand. With 1,400+ studios in Berlin, you can do everything from going to a gym or swimming to waterskis and parkour. Besides BEAT81, my personal favorite locations include Rocycle and ride.bln spinning classes, LIFTED full-body strength workouts, Club Athleten boxing, and the dopamine studio guided sauna infusion & ice bath. In terms of pricing, Urban Sports Club offers multiple membership tiers, employee discounts, and monthly or annual billing methods, so there are quite a few variables that will determine how much you are going to pay. The Classic plan, which I believe to be the sweet spot for most people, costs 69€ when billed monthly or 59€ annually . That means that a single class will cost you ~2€ if you were to visit a participating studio every day. In comparison, a 10-class package from BEAT81 will set you 109€, and their unlimited monthly plan costs 99€ (79€ when billed annually). Sign up for the Urban Sports Club membership here and get a 5€ discount. Photo: Urban Sports Club One limitation of Urban Sports is the check-in limit. Most studios have a 4 or 8 visits limit per month. But, in almost every case, this a a venue visit limit rather than a partner visit 2 . So as long as you don’t mind going to different BEAT81 locations throughout the month, it’s not going to be a problem. By default, all Urban Sports Class plans are limited to one check-in per day, meaning that you can visit only a single studio on a given day. If you’re a private member (your membership doesn’t include a company discount), you have an option to pay extra to unlock two check-ins per day. Get Started With Urban Sports Club If your New Year’s resolution was to get in shape, it’s never too late to start. You can sign up for Urban Sports Club membership here and get a 5€ discount in your third month. My condition wasn’t that serious, but it could have grown into a bigger problem. Currently, my average blood pressure is optimal. ↩︎ The only partner in Berlin I know of that has a partner visits limit is ride.bln. The USC Classic tier lets you visit them 4 times per month. ↩︎ Berlin Fitness Expat Urban Sports Club Beat81 -- -- Published in Life After Anmeldung 15 Followers · Last published  Jan 29, 2025 A blog for expats in Berlin and Germany in English Follow Written by Daniel Marcinkowski 709 Followers · 40 Following Marketing manager in tech. I write about finding focus in the world full of distractions. Follow No responses yet Help Status About Careers Press Blog Privacy Terms Text to speech Teams\n","\n","\n","\n","You ONLY have access to the following tools, and should NEVER make up tools that are not listed here:\n","\n","Tool Name: Read website content\n","Tool Arguments: {'website_url': {'description': 'Mandatory website url to read the file', 'type': 'str'}}\n","Tool Description: A tool that can be used to read a website content.\n","Tool Name: Search the internet with Serper\n","Tool Arguments: {'search_query': {'description': 'Mandatory search query you want to use to search the internet', 'type': 'str'}}\n","Tool Description: A tool that can be used to search the internet with a search_query. Supports different search types: 'search' (default), 'news'\n","\n","IMPORTANT: Use the following format in your response:\n","\n","```\n","Thought: you should always think about what to do\n","Action: the action to take, only one name of [Read website content, Search the internet with Serper], just the name, exactly as it's written.\n","Action Input: the input to the action, just a simple JSON object, enclosed in curly braces, using \" to wrap keys and values.\n","Observation: the result of the action\n","```\n","\n","Once all necessary information is gathered, return the following format:\n","\n","```\n","Thought: I now know the final answer\n","Final Answer: the final answer to the original input question\n","```\u001b[00m\n","\n","\n","\u001b[1m\u001b[95m# Agent:\u001b[00m \u001b[1m\u001b[92mResearch Agent\u001b[00m\n","\u001b[95m## Final Answer:\u001b[00m \u001b[92m\n","# Comprehensive Report on Beat81 and Industry Trends\n","\n","## Beat81 Overview\n","- **Company Name**: Beat81\n","- **Industry**: Fitness and Health\n","- **Headquarters**: Berlin, Germany\n","- **Services**: Offers 45-minute high-intensity workout classes in indoor and outdoor locations, including HIIT, strength-oriented classes, and indoor cycling.\n","- **Locations**: Operates in Berlin, Munich, Cologne, Dusseldorf, and Los Angeles.\n","\n","## Recent Activities and Developments\n","- **Winter Warrior Challenge 2023**: \n","  - Participants aim to complete 15 Beat81 classes between November 20, 2023, and December 31, 2023.\n","  - Prizes include Beat81 water bottles, ICIW shirts, and gift cards.\n","  - Encourages member engagement and brand loyalty.\n","\n","- **Partnership with Urban Sports Club**:\n","  - Beat81 classes are accessible through Urban Sports Club membership, providing flexibility and affordability to users.\n","  - Urban Sports Club acts as a \"Netflix for fitness studios,\" offering access to thousands of locations across Europe.\n","\n","## Position in the Sector\n","- **Growth and Expansion**: Beat81 is one of Europe's fastest-growing fitness tech companies, emphasizing high-intensity, technology-enhanced workouts.\n","- **Innovative Approach**: Utilizes heart rate sensors to monitor workout intensity, enhancing user experience and engagement.\n","- **Competitive Pricing**: Offers competitive membership plans, especially through partnerships like Urban Sports Club.\n","\n","## Recent Industry Trends\n","- **Increased Demand for Flexible Fitness Solutions**: The partnership with Urban Sports Club highlights a trend towards flexible, multi-location fitness memberships.\n","- **Technology Integration in Fitness**: Use of heart rate monitors and app-based challenges reflects a broader trend of integrating technology to enhance fitness experiences.\n","- **Focus on Community and Engagement**: Challenges like the Winter Warrior encourage community building and sustained engagement among members.\n","\n","## Conclusion\n","Beat81 is leveraging technology and strategic partnerships to strengthen its position in the fitness industry. By offering flexible and engaging workout solutions, it aligns with current industry trends and consumer preferences for tech-enhanced, community-focused fitness experiences.\n","```\u001b[00m\n","\n","\n","\u001b[1m\u001b[95m# Agent:\u001b[00m \u001b[1m\u001b[92mResearch Agent\u001b[00m\n","\u001b[95m## Task:\u001b[00m \u001b[92mResearch about Matthias Glöel with a focus on their professional career\u001b[00m\n","\n","\n","\u001b[1m\u001b[95m# Agent:\u001b[00m \u001b[1m\u001b[92mResearch Agent\u001b[00m\n","\u001b[95m## Using tool:\u001b[00m \u001b[92mSearch the internet with Serper\u001b[00m\n","\u001b[95m## Tool Input:\u001b[00m \u001b[92m\n","\"{\\\"search_query\\\": \\\"Matthias Gl\\\\u00f6el professional career\\\"}\"\u001b[00m\n","\u001b[95m## Tool Output:\u001b[00m \u001b[92m\n","{'searchParameters': {'q': 'Matthias Glöel professional career', 'type': 'search', 'num': 10, 'engine': 'google'}, 'organic': [{'title': 'Matthias Gloël - Analytics Engineer - BEAT81', 'link': 'https://career.beat81.com/people/2230504-matthias-gloel', 'snippet': 'Matthias Gloël. Analytics Engineer – Engineering. Work with me. Data Analytics Working Student Engineering · ...', 'position': 1}, {'title': 'Matthias Gloël – Berlin, Berlin, Deutschland | Berufliches Profil', 'link': 'https://de.linkedin.com/in/mgloel', 'snippet': 'Bescheinigungen und Zertifikate · Udacity Nanodegree Data Engineering · Zertifizierte/r EU-Datenschutz Spezialist/in (DSGVO/GDPR) · AWS Certified Security – ...', 'position': 2}, {'title': 'Analytics Engineering Working Student - Matthias Gloël - LinkedIn', 'link': 'https://www.linkedin.com/posts/mgloel_analytics-engineering-working-student-beat81-activity-7270068720209731585-XtGg', 'snippet': 'On hiring interviews for engineers I expect to see usage of AI for boilerplate and scaffolding. But I get manual coding.', 'position': 3}, {'title': '[PDF] Paul an d the triun e iden tity - Typeset.io', 'link': 'https://typeset.io/pdf/paul-an-d-the-triun-e-iden-tity-e4i844t0de.pdf', 'snippet': \"Jesus' life are to be seen as the career of the uniquely obedient one, that the outcome of that career was God's unique exaltation and vindication of him ...\", 'position': 4}, {'title': \"(PDF) Floral Metaphors in Sousa de Macedo and Mariana de Luna's ...\", 'link': 'https://www.academia.edu/44836098/FLOWER_METAPHOR_AND_PORTUGALIDADE_ANT%C3%93NIO_DE_SOUSA_DE_MACEDO_AND_MARIANA_DE_LUNA_S_COMPLEMENTARY_USE_OF_FLORES', 'snippet': 'This article approaches the role of translation in Iberian literary modernity not as a question of importation of foreign models from Europe but rather as a ...', 'position': 5}, {'title': 'Untitled - UNC Blue Sky', 'link': 'https://staging.uncbluesky.kenan-flagler.unc.edu/About/book-search/Download_PDFS/Ramas_De_La_Sociologa_Pdf.pdf', 'snippet': '... Matthias Glöel,2019 La presente obra se inserta en la creciente ola de estudios sobre historia eclesi stica Las contribuciones aqu contenidas abarcan tem ...', 'position': 6}, {'title': 'Bibliography - De Gruyter', 'link': 'https://www.degruyter.com/document/doi/10.1515/9781501773884-015/pdf?licenseType=restricted&srsltid=AfmBOoq0R5Y4fqCkX9i0pln8Bt17xzjDlrrh7qoJ_okZ5LfMrFZB6vLZ', 'snippet': 'Glöel, Matthias. “Las monarquías compuestas en la época moderna: Conceptos y ejemplos.” Universum 29, no. 2 (2014): 83–97. Gómez, María A., Santiago Juan ...', 'position': 7}, {'title': '[PDF] Título Editor Centro Autores Urls Año Idioma cita Idioma documento', 'link': 'https://pares.cultura.gob.es/metapares/advancedSearchForm;jsessionid=790BECE5D2D5BFC1AA4BE65AA12DA5DB?title=&publisher=&authors=&topics=%22Historia+%22&year=&language=&centro=&pagNum=1&pagSize=10&fYearON=10&export=2', 'snippet': \"-Glöel, Matthias https://core.ac.uk/download/pd f ... career: bureaucrats and military personnel among ... professional. Institut d'Estudis.\", 'position': 8}, {'title': '[PDF] EL VUELO DEL PÁJARO CELESTE', 'link': 'https://roderic.uv.es/bitstream/handle/10550/82268/TESIS-%20MARIA%20SALAS.pdf?sequence=1&isAllowed=n', 'snippet': 'La consecución de este estudio no hubiese sido posible sin la ayuda inestimable de mi directora, la profesora Amparo Felipo.', 'position': 9}, {'title': '[PDF] Untitled', 'link': 'https://cursossysneo.central.edu.py/public/book-search/index.jsp/devolucion_a_un_docente.pdf', 'snippet': 'La didáctica como fundamento de la práctica profesional docente Jorge. Osorio,Matthias Glöel,2018 Volumen multitemático que reúne 12 artículos de investigación.', 'position': 10}], 'credits': 1}\u001b[00m\n","\n","\n","\u001b[1m\u001b[95m# Agent:\u001b[00m \u001b[1m\u001b[92mResearch Agent\u001b[00m\n","\u001b[95m## Using tool:\u001b[00m \u001b[92mRead website content\u001b[00m\n","\u001b[95m## Tool Input:\u001b[00m \u001b[92m\n","\"{\\\"website_url\\\": \\\"https://career.beat81.com/people/2230504-matthias-gloel\\\"}\"\u001b[00m\n","\u001b[95m## Tool Output:\u001b[00m \u001b[92m\n","\n","Matthias Gloël - Analytics Engineer - BEAT81\n","This website uses cookies to ensure you get the best experience.\n","BEAT81 and our selected partners use cookies and similar technologies (together “cookies”) that are necessary to present this website, and to ensure you get the best experience of it.\n","If you consent to it, we will also use cookies for analytics purposes.\n","See our Cookie Policy to read more about the cookies we set.\n","You can withdraw and manage your consent at any time, by clicking “Manage cookies” at the bottom of each website page.\n","Accept all cookies\n","Decline all non-necessary cookies\n","Cookie preferences\n","Select which cookies you accept\n","On this site, we always set cookies that are strictly necessary, meaning they are necessary for the site to function properly.\n","If you consent to it, we will also set other types of cookies. You can provide or withdraw your consent to the different types of cookies using the toggles below. You can change or withdraw your consent at any time, by clicking the link “Manage Cookies”, which is always available at the bottom of the site.\n","To learn more about what the different types of cookies do, how your data is used when they are set etc, see our Cookie Policy .\n","Strictly necessary\n","These cookies are necessary to make the site work properly, and are always set when you visit the site.\n","Vendors\n","Teamtailor\n","Analytics\n","These cookies collect information to help us understand how the site is being used.\n","Vendors\n","Teamtailor\n","Accept these cookies\n","Decline all non-necessary cookies\n","Career menu\n","Start\n","Departments\n","People\n","Jobs\n","Employee\n","Log in\n","Candidate\n","Log in to Connect\n","Homepage\n","beat81.com\n","Facebook\n","X\n","LinkedIn\n","Matthias Gloël\n","Analytics Engineer\n"," –\n","Engineering\n","Work with me\n","Data Analytics Working Student\n","Engineering\n","·\n","Berlin\n","Some of my colleagues\n","Leonardo Costa dos Santos\n","React Native Engineer\n","Valerie Rono\n","Backend Engineer\n","Choukri Ben Jemaa\n","Lead Site Reliability Engineer\n","Auður Gunnarsdóttir\n","React Native Engineer\n","About BEAT81\n","Join the fitness revolution with BEAT81 - the ultimate group workout experience that combines technology and expert coaching to help people achieve their health and fitness goals. Our fitness program is not only interactive and intelligent, but also incredibly exciting. Join us today and see how we help people Sweat Smarter Together!\n","Founded in\n","2017\n","Co-workers\n","70\n","Career site\n","Start\n","Departments\n","People\n","Jobs\n","Data & privacy\n","Manage cookies\n","Departments\n","City Operations\n","Coach Operations\n","Marketing\n","Engineering\n","Finance\n","beat81.com\n","Employee login\n","Candidate Connect login\n","Already working at BEAT81?\n","Let’s recruit together and find your next colleague.\n","@beat81.com\n","Employer branding\n","by Teamtailor\n","\u001b[00m\n","\n","\n","\u001b[1m\u001b[95m# Agent:\u001b[00m \u001b[1m\u001b[92mResearch Agent\u001b[00m\n","\u001b[95m## Using tool:\u001b[00m \u001b[92mRead website content\u001b[00m\n","\u001b[95m## Tool Input:\u001b[00m \u001b[92m\n","\"{\\\"website_url\\\": \\\"https://de.linkedin.com/in/mgloel\\\"}\"\u001b[00m\n","\u001b[95m## Tool Output:\u001b[00m \u001b[92m\n","\n","Matthias Gloël – Berlin, Berlin, Deutschland | Berufliches Profil | LinkedIn\n","Weiter zum Hauptinhalt\n","LinkedIn\n","Artikel\n","Personen\n","E-Learning\n","Jobs\n","Spiele\n","App laden\n","Mitglied werden\n","Einloggen\n","Matthias Gloël\n","Einloggen, um das vollständige Profil von Matthias Gloël zu sehen\n","Einloggen\n","Schön, dass Sie wieder da sind\n","E-Mail-Adresse/Telefon\n","Passwort\n","Einblenden\n","Passwort vergessen?\n","Einloggen\n","oder\n","Wenn Sie auf â€�Weiter“ klicken, um Mitglied zu werden oder sich einzuloggen, stimmen Sie der Nutzervereinbarung , der Datenschutzrichtlinie und der Cookie-Richtlinie von LinkedIn zu.\n","Neu bei LinkedIn? Mitglied werden\n","oder\n","Neu bei LinkedIn? Mitglied werden\n","Wenn Sie auf â€�Weiter“ klicken, um Mitglied zu werden oder sich einzuloggen, stimmen Sie der Nutzervereinbarung , der Datenschutzrichtlinie und der Cookie-Richtlinie von LinkedIn zu.\n","Berlin, Berlin, Deutschland\n","Kontaktinformationen\n","Einloggen, um das vollständige Profil von Matthias Gloël zu sehen\n","Einloggen\n","Schön, dass Sie wieder da sind\n","E-Mail-Adresse/Telefon\n","Passwort\n","Einblenden\n","Passwort vergessen?\n","Einloggen\n","oder\n","Wenn Sie auf â€�Weiter“ klicken, um Mitglied zu werden oder sich einzuloggen, stimmen Sie der Nutzervereinbarung , der Datenschutzrichtlinie und der Cookie-Richtlinie von LinkedIn zu.\n","Neu bei LinkedIn? Mitglied werden\n","oder\n","Neu bei LinkedIn? Mitglied werden\n","Wenn Sie auf â€�Weiter“ klicken, um Mitglied zu werden oder sich einzuloggen, stimmen Sie der Nutzervereinbarung , der Datenschutzrichtlinie und der Cookie-Richtlinie von LinkedIn zu.\n","10.366 Follower:innen\n","500+ Kontakte\n","Gemeinsame Kontakte ansehen\n","Gemeinsame Kontakte mit Matthias Gloël anzeigen\n","Einloggen\n","Schön, dass Sie wieder da sind\n","E-Mail-Adresse/Telefon\n","Passwort\n","Einblenden\n","Passwort vergessen?\n","Einloggen\n","oder\n","Wenn Sie auf â€�Weiter“ klicken, um Mitglied zu werden oder sich einzuloggen, stimmen Sie der Nutzervereinbarung , der Datenschutzrichtlinie und der Cookie-Richtlinie von LinkedIn zu.\n","Neu bei LinkedIn? Mitglied werden\n","oder\n","Neu bei LinkedIn? Mitglied werden\n","Wenn Sie auf â€�Weiter“ klicken, um Mitglied zu werden oder sich einzuloggen, stimmen Sie der Nutzervereinbarung , der Datenschutzrichtlinie und der Cookie-Richtlinie von LinkedIn zu.\n","Anmelden, um das Profil zu sehen\n","Nachricht\n","Einloggen, um das vollständige Profil von Matthias Gloël zu sehen\n","Einloggen\n","Schön, dass Sie wieder da sind\n","E-Mail-Adresse/Telefon\n","Passwort\n","Einblenden\n","Passwort vergessen?\n","Einloggen\n","oder\n","Wenn Sie auf â€�Weiter“ klicken, um Mitglied zu werden oder sich einzuloggen, stimmen Sie der Nutzervereinbarung , der Datenschutzrichtlinie und der Cookie-Richtlinie von LinkedIn zu.\n","Neu bei LinkedIn? Mitglied werden\n","oder\n","Neu bei LinkedIn? Mitglied werden\n","Wenn Sie auf â€�Weiter“ klicken, um Mitglied zu werden oder sich einzuloggen, stimmen Sie der Nutzervereinbarung , der Datenschutzrichtlinie und der Cookie-Richtlinie von LinkedIn zu.\n","Dieses Profil melden\n","Aktivitäten\n","Folgen\n","Einloggen, um das vollständige Profil von Matthias Gloël zu sehen\n","Einloggen\n","Schön, dass Sie wieder da sind\n","E-Mail-Adresse/Telefon\n","Passwort\n","Einblenden\n","Passwort vergessen?\n","Einloggen\n","oder\n","Wenn Sie auf â€�Weiter“ klicken, um Mitglied zu werden oder sich einzuloggen, stimmen Sie der Nutzervereinbarung , der Datenschutzrichtlinie und der Cookie-Richtlinie von LinkedIn zu.\n","Neu bei LinkedIn? Mitglied werden\n","oder\n","Neu bei LinkedIn? Mitglied werden\n","Wenn Sie auf â€�Weiter“ klicken, um Mitglied zu werden oder sich einzuloggen, stimmen Sie der Nutzervereinbarung , der Datenschutzrichtlinie und der Cookie-Richtlinie von LinkedIn zu.\n","ğŸ�” ğ��“ğ��¨ğ���ğ��šğ��², ğ��¢ğ��­ ğ��°ğ��šğ��¬ ğ��…ğ��šğ��¬ğ��­ ğ��…ğ��¨ğ��¨ğ��� ğ��…ğ��«ğ��¢ğ���ğ��šğ��² ğŸ�”\n","\n","The Super Bowl is just around the corner and together with my partner in crime Dr…\n","ğŸ�” ğ��“ğ��¨ğ���ğ��šğ��², ğ��¢ğ��­ ğ��°ğ��šğ��¬ ğ��…ğ��šğ��¬ğ��­ ğ��…ğ��¨ğ��¨ğ��� ğ��…ğ��«ğ��¢ğ���ğ��šğ��² ğŸ�”\n","\n","The Super Bowl is just around the corner and together with my partner in crime Dr…\n","Beliebt bei Matthias Gloël\n","JR x Beat81 â�¤ï¸�💪â�¤ï¸�\n","\n","Welcome to JR Bötzow @ Beat81!\n","JR x Beat81 â�¤ï¸�💪â�¤ï¸�\n","\n","Welcome to JR Bötzow @ Beat81!\n","Beliebt bei Matthias Gloël\n","✨ ğ��“ğ��°ğ��¨ ğ��²ğ���ğ��šğ��«ğ��¬ ğ��šğ��¬ ğ��‚ğ��„ğ��� ğ��¨ğ��Ÿ Kiron Digital Learning Solutions ✨\n","\n","Last week marked my second anniversary leading this company. When I first…\n","✨ ğ��“ğ��°ğ��¨ ğ��²ğ���ğ��šğ��«ğ��¬ ğ��šğ��¬ ğ��‚ğ��„ğ��� ğ��¨ğ��Ÿ Kiron Digital Learning Solutions ✨\n","\n","Last week marked my second anniversary leading this company. When I first…\n","Beliebt bei Matthias Gloël\n","Anmelden, um alle Aktivitäten zu sehen\n","Bescheinigungen und Zertifikate\n","Udacity Nanodegree Data Engineering\n","Udacity\n","Ausgestellt: Jan. 2020\n","Zertifizierte/r EU-Datenschutz Spezialist/in (DSGVO/GDPR)\n","Fraunhofer Academy\n","Ausgestellt: Dez. 2019\n","Zertifikats-ID: 19-CEUDSCert-170002-42\n","AWS Certified Security – Specialty\n","Amazon Web Services (AWS)\n","Ausgestellt: März 2023\n","Gültig bis: März 2026\n","Nachweis anzeigen\n","AWS Certified Solutions Architect – Professional\n","Amazon Web Services (AWS)\n","Ausgestellt: Sept. 2022\n","Gültig bis: Sept. 2025\n","Nachweis anzeigen\n","AWS Certified Solutions Architect – Associate\n","Amazon Web Services (AWS)\n","Ausgestellt: Aug. 2021\n","Gültig bis: Sept. 2025\n","Nachweis anzeigen\n","dbt Certified Developer\n","dbt Labs\n","Ausgestellt: Juli 2023\n","Gültig bis: Juli 2025\n","Zertifikats-ID: 77226809\n","Nachweis anzeigen\n","HashiCorp Certified: Terraform Associate (002)\n","HashiCorp\n","Ausgestellt: Feb. 2022\n","Gültig bis: Feb. 2024\n","Nachweis anzeigen\n","Erhaltene Empfehlungen\n","Kristina Pianykh\n","â€�I worked closely with Matthias at diconium, where he was the Senior Cloud Architect on our team. He brought deep expertise in cloud and data engineering and was the go-to person whenever we ran into tricky technical issues. He had an impressive ability to track down the root cause of problems and help the team find effective solutions.\n","\n","What really made Matthias stand out was how he treated people. As a mentor, he built an environment where everyone felt comfortable sharing ideas and exploring new approaches. He always listened, valued everyone’s input, and made sure the team worked together smoothly. When I first joined, he helped me settle in quickly and gave me the support I needed to grow in my role.\n","\n","Matthias was also great at bringing people together. He volunteered to organize local meetups, like one with the Snowplow community, where he shared our team’s experience and got others involved in meaningful discussions. Within the company, he regularly took part in internal tech exchanges to facilitate knowledge sharing. His presentations were always clear and engaging, showing not just his technical skills but also his ability to communicate complex ideas effectively.\n","\n","One of the things I appreciated most about Matthias was how he led the team. He kept unnecessary processes and distractions out of the way, letting us focus on what really mattered—getting the work done. He knew how to balance priorities without creating stress, which made a huge difference to the team’s productivity and morale.\n","\n","Overall, Matthias was an amazing leader, mentor, and teammate. I learned so much from working with him, and his ability to combine technical expertise with strong interpersonal skills made him a key part of the team. I can confidently recommend Matthias to any organization—he’ll be a valuable asset wherever he goes.“\n","1 Person hat Matthias Gloël empfohlen\n","Jetzt anmelden und ansehen\n","Weitere Aktivitäten von Matthias Gloël\n","Wow 🤩 I did it : Master of Science, with distinction, in the Psychology and Neuroscience of Mental Health Institute of Psychiatry, Psychology &…\n","Wow 🤩 I did it : Master of Science, with distinction, in the Psychology and Neuroscience of Mental Health Institute of Psychiatry, Psychology &…\n","Beliebt bei Matthias Gloël\n","Beliebt bei Matthias Gloël\n","Beliebt bei Matthias Gloël\n","Beliebt bei Matthias Gloël\n","Beliebt bei Matthias Gloël\n","Coaching 2 years and almost 200 sessions as a Ride Coach at Beat81\n","\n","Throughout my journey as a ride coach, I've learned lessons that go far beyond…\n","Coaching 2 years and almost 200 sessions as a Ride Coach at Beat81\n","\n","Throughout my journey as a ride coach, I've learned lessons that go far beyond…\n","Beliebt bei Matthias Gloël\n","JOHN REED Fitness x BEAT81!\n","\n","Great news! Beat81 is coming to our JOHN REED Berlin Bötzow. This will be a completely new group workout experience! Our…\n","JOHN REED Fitness x BEAT81!\n","\n","Great news! Beat81 is coming to our JOHN REED Berlin Bötzow. This will be a completely new group workout experience! Our…\n","Beliebt bei Matthias Gloël\n","BEAT81 is looking for a Ride Studio Manager 🚲 for our new studio opening on Ku'damm in Berlin 😀\n","BEAT81 currently operates four indoor cycling…\n","BEAT81 is looking for a Ride Studio Manager 🚲 for our new studio opening on Ku'damm in Berlin 😀\n","BEAT81 currently operates four indoor cycling…\n","Beliebt bei Matthias Gloël\n","🌟 Introducing TEDxESMTBerlin Speaker: Manuela Verduci 🌟\n","\n","We’re thrilled to announce Manuela Verduci, CEO of Kiron Digital Learning Solutions, as…\n","🌟 Introducing TEDxESMTBerlin Speaker: Manuela Verduci 🌟\n","\n","We’re thrilled to announce Manuela Verduci, CEO of Kiron Digital Learning Solutions, as…\n","Beliebt bei Matthias Gloël\n","Matthias Gloëls vollständiges Profil ansehen\n","Herausfinden, welche gemeinsamen Kontakte Sie haben\n","Sich vorstellen lassen\n","Matthias Gloël direkt kontaktieren\n","Mitglied werden. um das vollständige Profil zu sehen\n","Sign in\n","Stay updated on your professional world\n","Sign in\n","Wenn Sie auf â€�Weiter“ klicken, um Mitglied zu werden oder sich einzuloggen, stimmen Sie der Nutzervereinbarung , der Datenschutzrichtlinie und der Cookie-Richtlinie von LinkedIn zu.\n","Neu bei LinkedIn? Mitglied werden\n","Weitere Mitglieder, die Matthias Gloël heißen\n","Matthias Gloël\n","--\n","Berlin\n","Matthias Gloel\n","--\n","Deutschland\n","Matthias Gloël\n","Profesional de Enseñanza superior\n","Chile\n","Es gibt auf LinkedIn 2 weitere Personen, die Matthias Gloël heißen.\n","Weitere Mitglieder anzeigen, die Matthias Gloël heißen\n","Entwickeln Sie mit diesen Kursen neue Kenntnisse und Fähigkeiten\n","47 Min.\n","Transition from Data Science to Data Engineering\n","1 Std. 17 Min.\n","Learning HashiCorp Packer\n","1 Std. 11 Min.\n","Terraform: Managing Network Infrastructure\n","Alle Kurse anzeigen\n","LinkedIn\n","© 2025\n","Info\n","Barrierefreiheit\n","Nutzervereinbarung\n","Datenschutzrichtlinie\n","Ihre Datenschutzoptionen in Kalifornien\n","Cookie-Richtlinie\n","Copyright-Richtlinie\n","Markenrichtlinine\n","Einstellungen für Nichtmitglieder\n","Community-Richtlinien\n","العربية (Arabisch)\n","বাংলা (Bengali)\n","ÄŒeÅ¡tina (Tschechisch)\n","Dansk (Dänisch)\n","Deutsch\n","Ελανεκα (Griechisch)\n","English (Englisch)\n","Español (Spanisch)\n","Ù�ارسی (Persisch)\n","Suomi (Finnisch)\n","Français (Französisch)\n","हिंदी (Hindi)\n","Magyar (Ungarisch)\n","Bahasa Indonesia (Indonesisch)\n","Italiano (Italienisch)\n","עברית (Hebräisch)\n","日本èª� (Japanisch)\n","한국어 (Koreanisch)\n","मराठी (Marathi)\n","Bahasa Malaysia (Malaysisch)\n","Nederlands (Niederländisch)\n","Norsk (Norwegisch)\n","ਪੰਜਾਬੀ (Punjabi)\n","Polski (Polnisch)\n","Português (Portugiesisch)\n","Română (Rumänisch)\n","РуÑ�Ñ�кий (Russisch)\n","Svenska (Schwedisch)\n","తెలà±�à°—à±� (Telugu)\n","ภาษาไทย (Thai)\n","Tagalog (Tagalog)\n","Türkçe (Türkisch)\n","УкраїнÑ�ька (Ukrainisch)\n","Tiếng Việt (Vietnamesisch)\n","简体中文 (Chinesisch vereinfacht)\n","正體中文 (Chinesisch traditionell)\n","Sprache\n","Zustimmen und LinkedIn beitreten\n","Wenn Sie auf â€�Weiter“ klicken, um Mitglied zu werden oder sich einzuloggen, stimmen Sie der Nutzervereinbarung , der Datenschutzrichtlinie und der Cookie-Richtlinie von LinkedIn zu.\n","Einloggen, um das vollständige Profil von Matthias Gloël zu sehen\n","Einloggen\n","Schön, dass Sie wieder da sind\n","E-Mail-Adresse/Telefon\n","Passwort\n","Einblenden\n","Passwort vergessen?\n","Einloggen\n","oder\n","Wenn Sie auf â€�Weiter“ klicken, um Mitglied zu werden oder sich einzuloggen, stimmen Sie der Nutzervereinbarung , der Datenschutzrichtlinie und der Cookie-Richtlinie von LinkedIn zu.\n","Neu bei LinkedIn? Mitglied werden\n","oder\n","Neu bei LinkedIn? Mitglied werden\n","Wenn Sie auf â€�Weiter“ klicken, um Mitglied zu werden oder sich einzuloggen, stimmen Sie der Nutzervereinbarung , der Datenschutzrichtlinie und der Cookie-Richtlinie von LinkedIn zu.\n","\n","\n","\n","You ONLY have access to the following tools, and should NEVER make up tools that are not listed here:\n","\n","Tool Name: Read website content\n","Tool Arguments: {'website_url': {'description': 'Mandatory website url to read the file', 'type': 'str'}}\n","Tool Description: A tool that can be used to read a website content.\n","Tool Name: Search the internet with Serper\n","Tool Arguments: {'search_query': {'description': 'Mandatory search query you want to use to search the internet', 'type': 'str'}}\n","Tool Description: A tool that can be used to search the internet with a search_query. Supports different search types: 'search' (default), 'news'\n","\n","IMPORTANT: Use the following format in your response:\n","\n","```\n","Thought: you should always think about what to do\n","Action: the action to take, only one name of [Read website content, Search the internet with Serper], just the name, exactly as it's written.\n","Action Input: the input to the action, just a simple JSON object, enclosed in curly braces, using \" to wrap keys and values.\n","Observation: the result of the action\n","```\n","\n","Once all necessary information is gathered, return the following format:\n","\n","```\n","Thought: I now know the final answer\n","Final Answer: the final answer to the original input question\n","```\u001b[00m\n","\n","\n","\u001b[1m\u001b[95m# Agent:\u001b[00m \u001b[1m\u001b[92mResearch Agent\u001b[00m\n","\u001b[95m## Final Answer:\u001b[00m \u001b[92m\n","# Comprehensive Report on Matthias Glöel's Professional Career\n","\n","- **Name**: Matthias Glöel\n","- **Current Position**: Analytics Engineer at BEAT81\n","- **Location**: Berlin, Germany\n","\n","## Professional Experience\n","- **BEAT81**: \n","  - **Role**: Analytics Engineer\n","  - **Responsibilities**: Engages in data analytics and engineering tasks to enhance the fitness technology offerings of BEAT81. Works on integrating technology with fitness to create innovative workout experiences.\n","  \n","- **Previous Experience**:\n","  - **diconium**:\n","    - **Role**: Senior Cloud Architect\n","    - **Responsibilities**: Provided deep expertise in cloud and data engineering. Acted as a problem-solver for technical issues and was a mentor to team members, fostering an environment of collaboration and innovation.\n","\n","## Certifications and Education\n","- **Udacity Nanodegree in Data Engineering**: Completed in January 2020\n","- **Certified EU Data Protection Specialist (DSGVO/GDPR)**: Awarded by Fraunhofer Academy in December 2019\n","- **AWS Certified Security – Specialty**: Certified by Amazon Web Services (AWS) in March 2023\n","- **AWS Certified Solutions Architect – Professional**: Certified by AWS in September 2022\n","- **AWS Certified Solutions Architect – Associate**: Certified by AWS in August 2021\n","- **dbt Certified Developer**: Certified by dbt Labs in July 2023\n","- **HashiCorp Certified: Terraform Associate**: Certified by HashiCorp in February 2022\n","\n","## Skills and Endorsements\n","- **Cloud and Data Engineering**: Recognized for expertise in cloud architecture and data solutions.\n","- **Mentorship and Leadership**: Known for creating supportive team environments and facilitating knowledge sharing.\n","- **Technical Problem Solving**: Commended for ability to identify root causes of problems and implement effective solutions.\n","\n","## Additional Information\n","- Matthias has been actively involved in organizing local meetups and engaging with community discussions, particularly with the Snowplow community.\n","- He has been praised for his ability to communicate complex ideas clearly and effectively, both within his team and in broader technical exchanges.\n","\n","Matthias Glöel continues to contribute to the field of analytics and engineering, leveraging his skills to drive innovation in fitness technology at BEAT81.\n","```\u001b[00m\n","\n","\n","\u001b[1m\u001b[95m# Agent:\u001b[00m \u001b[1m\u001b[92mInterview Coach\u001b[00m\n","\u001b[95m## Task:\u001b[00m \u001b[92m\n","    Define a list a of questions to prepare the user for the job Data Analytics Working Student based on the company Beat81, job description About the Role As a Working Student in our Analytics Team, you will work closely with our Tech, Product, Marketing and Operations team to support our daily operations with analytical insights and help us to grow. You will be joining a dynamic, fast-paced start-up where you’ll have ownership and impact from day one!  Your Responsibilities Collaborate with stakeholders to understand data requirements  Support teams with data and analytics requests and provide analytics solutions  Create and maintain company dashboards  Carry out stand-alone analytics projects in marketing, operations or product  Assist in developing, improving and scaling existing data pipelines  Your Profile Currently enrolled in a relevant study program with a strong quantitative background (e.g. mathematics, computer science, data science, business informatics etc.)  Good knowledge of Google Sheets  Good Knowledge of SQL  Good Knowledge of Python  Knowledge of common data visualization tools (e.g. Tableau, Lookerstudio etc.)  Knowledge of dbt, GCP, BigQuery is a plus  Fluent in English  OUR OFFER  WALK THE TALK: Unlimited BEAT81 workouts for you and one family member/friend: we guarantee that you will get fit working here :)  YOUR DEVICE: Everyone has their own preferences when it comes to technology - whether it’s Mac or Windows - you choose your laptop. Additionally, we provide Bose noise-canceling headphones  HYBRID WORK: We have a beautiful office in the heart of Berlin (Weinmeisterstraße) with free drinks, healthy snacks and fruits. We like to spend time there together, but you are also welcome to work from home  FLEXIBLE WORKING HOURS: Early bird or late riser? Shape your workday to align with your personal commitments and preferences in coordination with your team and the business needs  TEAM RITUALS: Shared experiences build a strong team culture. That’s why we have our usuals such as regular all hands meetings, Aperol Thursdays and joint workouts - there is something for everyone  TEAM EVENTS: Our summer and Christmas parties have become as legendary as our annual off-sites and the perfect occasion to spend quality time with team members and interviewer Matthias Glöel\u001b[00m\n","\n","\n","\u001b[1m\u001b[95m# Agent:\u001b[00m \u001b[1m\u001b[92mInterview Coach\u001b[00m\n","\u001b[95m## Final Answer:\u001b[00m \u001b[92m\n","Here is a list of 20 questions to prepare for the Data Analytics Working Student position at Beat81, covering aspects of Culture and Team Fit, Job Position Fit, Background and Ways of Working, and Growth Mindset:\n","\n","### Culture and Team Fit\n","1. How do you align with Beat81's mission to enhance fitness experiences through technology?\n","2. Can you describe a time when you contributed to a team culture in a dynamic and fast-paced environment?\n","3. How do you engage with team rituals and events to build a strong team culture?\n","4. What interests you about working in the fitness and health industry, particularly with a company like Beat81?\n","5. How do you handle feedback and adapt to changes in a start-up culture?\n","\n","### Job Position Fit\n","6. How do you prioritize and manage multiple data requests from different stakeholders?\n","7. Can you provide an example of a dashboard you created and how it was used to drive business decisions?\n","8. Describe your experience with SQL and Python in previous projects.\n","9. How familiar are you with data visualization tools like Tableau or Lookerstudio?\n","10. What experience do you have with data pipelines, and how have you contributed to their improvement or scaling?\n","\n","### Background and Ways of Working\n","11. How does your academic background in a quantitative field prepare you for this role?\n","12. Describe a project where you collaborated with multiple teams (e.g., Tech, Product, Marketing) to achieve a common goal.\n","13. How do you ensure accuracy and reliability in your data analysis?\n","14. What is your approach to learning new technologies or tools that are required for a project?\n","15. How do you balance working independently on stand-alone projects with collaborating in a team environment?\n","\n","### Growth Mindset\n","16. How do you stay updated with the latest trends in data analytics and technology?\n","17. Can you share an experience where you turned a failure or challenge into a learning opportunity?\n","18. How do you set personal and professional development goals for yourself in a role like this?\n","19. What motivates you to continuously improve your skills in data analytics?\n","20. How do you envision contributing to Beat81's growth and innovation in the fitness industry?\n","\n","These questions are designed to help you reflect on your experiences and aspirations, ensuring you are well-prepared for an interview at Beat81.\u001b[00m\n","\n","\n"]}]},{"cell_type":"markdown","source":["## Exporting"],"metadata":{"id":"V0Wk7v_bexc7"}},{"cell_type":"code","source":["# Check the crew outcome\n","display(Markdown(result.tasks_output[2].raw))"],"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":645},"id":"Yn29X65fd-lV","executionInfo":{"status":"ok","timestamp":1739185256872,"user_tz":-60,"elapsed":14,"user":{"displayName":"Diogo Resende","userId":"05706604408624562002"}},"outputId":"98be761d-cb08-4ff7-a8c0-0c48ef0896d8"},"execution_count":14,"outputs":[{"output_type":"display_data","data":{"text/plain":["<IPython.core.display.Markdown object>"],"text/markdown":"Here is a list of 20 questions to prepare for the Data Analytics Working Student position at Beat81, covering aspects of Culture and Team Fit, Job Position Fit, Background and Ways of Working, and Growth Mindset:\n\n### Culture and Team Fit\n1. How do you align with Beat81's mission to enhance fitness experiences through technology?\n2. Can you describe a time when you contributed to a team culture in a dynamic and fast-paced environment?\n3. How do you engage with team rituals and events to build a strong team culture?\n4. What interests you about working in the fitness and health industry, particularly with a company like Beat81?\n5. How do you handle feedback and adapt to changes in a start-up culture?\n\n### Job Position Fit\n6. How do you prioritize and manage multiple data requests from different stakeholders?\n7. Can you provide an example of a dashboard you created and how it was used to drive business decisions?\n8. Describe your experience with SQL and Python in previous projects.\n9. How familiar are you with data visualization tools like Tableau or Lookerstudio?\n10. What experience do you have with data pipelines, and how have you contributed to their improvement or scaling?\n\n### Background and Ways of Working\n11. How does your academic background in a quantitative field prepare you for this role?\n12. Describe a project where you collaborated with multiple teams (e.g., Tech, Product, Marketing) to achieve a common goal.\n13. How do you ensure accuracy and reliability in your data analysis?\n14. What is your approach to learning new technologies or tools that are required for a project?\n15. How do you balance working independently on stand-alone projects with collaborating in a team environment?\n\n### Growth Mindset\n16. How do you stay updated with the latest trends in data analytics and technology?\n17. Can you share an experience where you turned a failure or challenge into a learning opportunity?\n18. How do you set personal and professional development goals for yourself in a role like this?\n19. What motivates you to continuously improve your skills in data analytics?\n20. How do you envision contributing to Beat81's growth and innovation in the fitness industry?\n\nThese questions are designed to help you reflect on your experiences and aspirations, ensuring you are well-prepared for an interview at Beat81."},"metadata":{}}]},{"cell_type":"code","source":["# Export each of the tasks output\n","# Exporting the  company report\n","file_name = f\"{company}_report.txt\"\n","\n","# Open the file in write mode and write the content\n","with open(file_name, \"w\") as file:\n","    file.write(result.tasks_output[0].raw)\n","\n","# Export the interviewer report\n","file_name = f\"{interviewer}_report.txt\"\n","\n","# Open the file in write mode and write the content\n","with open(file_name, \"w\") as file:\n","    file.write(result.tasks_output[1].raw)\n","\n","# Export the interview questions\n","file_name = f\"{job_position}_questions.txt\"\n","\n","# Open the file in write mode and write the content\n","with open(file_name, \"w\") as file:\n","    file.write(result.tasks_output[2].raw)"],"metadata":{"id":"Y7NfoyXXfN0J","executionInfo":{"status":"ok","timestamp":1739185257878,"user_tz":-60,"elapsed":1005,"user":{"displayName":"Diogo Resende","userId":"05706604408624562002"}}},"execution_count":15,"outputs":[]},{"cell_type":"markdown","source":["# Interview Prep"],"metadata":{"id":"nkaTkZ43i8R9"}},{"cell_type":"code","source":["# Import the questions from the directory\n","with open(f\"{job_position}_questions.txt\", \"r\") as file:\n","    questions = file.read()"],"metadata":{"id":"KT7Nmxdti9or","executionInfo":{"status":"ok","timestamp":1739185733765,"user_tz":-60,"elapsed":10,"user":{"displayName":"Diogo Resende","userId":"05706604408624562002"}}},"execution_count":16,"outputs":[]},{"cell_type":"code","source":["# AI Agent that tasks a question\n","interviewer_agent = Agent(\n","    role = \"Interviewer Agent\",\n","    goal = f\"Ask all question from {questions} to the user\",\n","    backstory = f\"You are an expert in job interviews in companies like {company}\",\n","    llm = llm)"],"metadata":{"id":"Kfr7qORVjD-v","executionInfo":{"status":"ok","timestamp":1739185819389,"user_tz":-60,"elapsed":4,"user":{"displayName":"Diogo Resende","userId":"05706604408624562002"}}},"execution_count":18,"outputs":[]},{"cell_type":"code","source":["# Interview Task\n","interview_prep_task = Task(\n","    description = f\"Ask a question from {questions} to the user\",\n","    expected_output = f\"Ask only one question at a time\",\n","    agent = interviewer_agent,\n","    human_input = True)"],"metadata":{"id":"Q1990NecjY5K","executionInfo":{"status":"ok","timestamp":1739186384397,"user_tz":-60,"elapsed":2,"user":{"displayName":"Diogo Resende","userId":"05706604408624562002"}}},"execution_count":22,"outputs":[]},{"cell_type":"code","source":["# Feedback Task\n","feedback_task = Task(\n","    description = \"Give feedback to the user on its answer\",\n","    expected_output=\" Markdown answer of what was good, could be improved and how to take it to the next level\",\n","    agent = coach_agent,\n","    context = [interview_prep_task],\n","    human_input = True\n","    )"],"metadata":{"id":"JzIdZL7SjsM5","executionInfo":{"status":"ok","timestamp":1739186490416,"user_tz":-60,"elapsed":18,"user":{"displayName":"Diogo Resende","userId":"05706604408624562002"}}},"execution_count":24,"outputs":[]},{"cell_type":"markdown","source":["## Interview Prep Crew"],"metadata":{"id":"SEuDmoWVlIWl"}},{"cell_type":"code","source":["# Assemble the interview Prep Crew\n","crew = Crew(\n","    agents = [interviewer_agent, coach_agent],\n","    tasks = [interview_prep_task, feedback_task],\n","    verbose = True,\n","    process = Process.sequential)\n","result = crew.kickoff({\"topic\": f\"Ask me all questions from {questions}\"})"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"collapsed":true,"id":"gv-et4WpkRat","executionInfo":{"status":"ok","timestamp":1739186632775,"user_tz":-60,"elapsed":139303,"user":{"displayName":"Diogo Resende","userId":"05706604408624562002"}},"outputId":"acaae025-6d20-4802-86ae-790b81ad5c0d"},"execution_count":25,"outputs":[{"output_type":"stream","name":"stderr","text":["WARNING:opentelemetry.trace:Overriding of current TracerProvider is not allowed\n"]},{"name":"stdout","output_type":"stream","text":["\u001b[1m\u001b[95m# Agent:\u001b[00m \u001b[1m\u001b[92mInterviewer Agent\u001b[00m\n","\u001b[95m## Task:\u001b[00m \u001b[92mAsk a question from Here is a list of 20 questions to prepare for the Data Analytics Working Student position at Beat81, covering aspects of Culture and Team Fit, Job Position Fit, Background and Ways of Working, and Growth Mindset:\n","\n","### Culture and Team Fit\n","1. How do you align with Beat81's mission to enhance fitness experiences through technology?\n","2. Can you describe a time when you contributed to a team culture in a dynamic and fast-paced environment?\n","3. How do you engage with team rituals and events to build a strong team culture?\n","4. What interests you about working in the fitness and health industry, particularly with a company like Beat81?\n","5. How do you handle feedback and adapt to changes in a start-up culture?\n","\n","### Job Position Fit\n","6. How do you prioritize and manage multiple data requests from different stakeholders?\n","7. Can you provide an example of a dashboard you created and how it was used to drive business decisions?\n","8. Describe your experience with SQL and Python in previous projects.\n","9. How familiar are you with data visualization tools like Tableau or Lookerstudio?\n","10. What experience do you have with data pipelines, and how have you contributed to their improvement or scaling?\n","\n","### Background and Ways of Working\n","11. How does your academic background in a quantitative field prepare you for this role?\n","12. Describe a project where you collaborated with multiple teams (e.g., Tech, Product, Marketing) to achieve a common goal.\n","13. How do you ensure accuracy and reliability in your data analysis?\n","14. What is your approach to learning new technologies or tools that are required for a project?\n","15. How do you balance working independently on stand-alone projects with collaborating in a team environment?\n","\n","### Growth Mindset\n","16. How do you stay updated with the latest trends in data analytics and technology?\n","17. Can you share an experience where you turned a failure or challenge into a learning opportunity?\n","18. How do you set personal and professional development goals for yourself in a role like this?\n","19. What motivates you to continuously improve your skills in data analytics?\n","20. How do you envision contributing to Beat81's growth and innovation in the fitness industry?\n","\n","These questions are designed to help you reflect on your experiences and aspirations, ensuring you are well-prepared for an interview at Beat81. to the user\u001b[00m\n","\n","\n","\u001b[1m\u001b[95m# Agent:\u001b[00m \u001b[1m\u001b[92mInterviewer Agent\u001b[00m\n","\u001b[95m## Final Answer:\u001b[00m \u001b[92m\n","How do you align with Beat81's mission to enhance fitness experiences through technology?\u001b[00m\n","\n","\n","\u001b[1m\u001b[95m ## Final Result:\u001b[00m \u001b[92mHow do you align with Beat81's mission to enhance fitness experiences through technology?\u001b[00m\n","\u001b[1m\u001b[93m \n","\n","=====\n","## HUMAN FEEDBACK: Provide feedback on the Final Result and Agent's actions.\n","Respond with 'looks good' to accept or provide specific improvement requests.\n","You can provide multiple rounds of feedback until satisfied.\n","=====\n","\u001b[00m\n","I align with Beat81’s mission by leveraging my expertise in AI, data science, and digitalization to enhance fitness experiences. I believe technology can drive motivation, personalization, and efficiency in workouts. With my background in analytics, I can optimize user engagement, performance tracking, and AI-driven coaching solutions. My experience in building digital products aligns with Beat81’s goal of creating innovative, tech-driven fitness solutions. I’m passionate about using data to improve user experience, retention, and overall fitness outcomes. My skill set enables me to contribute effectively to Beat81’s vision of making fitness more engaging and accessible through technology.\n","\u001b[1m\u001b[95m# Agent:\u001b[00m \u001b[1m\u001b[92mInterview Coach\u001b[00m\n","\u001b[95m## Task:\u001b[00m \u001b[92mGive feedback to the user on its answer\u001b[00m\n","\n","\n","\u001b[1m\u001b[95m# Agent:\u001b[00m \u001b[1m\u001b[92mInterview Coach\u001b[00m\n","\u001b[95m## Final Answer:\u001b[00m \u001b[92m\n","**What was good:**\n","\n","- **Understanding of Mission:** Your response clearly demonstrates an understanding of Beat81's mission to enhance fitness experiences through technology. Recognizing the importance of technology in transforming fitness experiences shows you are aligned with the company's goals.\n","- **Passion for Fitness and Technology:** If you expressed a personal passion for fitness and technology, this is a strong point. Companies like Beat81 value candidates who share their enthusiasm and can contribute to their mission with genuine interest.\n","\n","**What could be improved:**\n","\n","- **Specific Examples:** While understanding the mission is crucial, providing specific examples of how you have previously used technology to enhance fitness experiences, or how you plan to do so in this role, would strengthen your answer. This could include past projects, personal experiences, or innovative ideas you have.\n","- **Connection to Data Analytics:** Since the role is for a Data Analytics Working Student, it would be beneficial to mention how data analytics can play a role in enhancing fitness experiences. Discussing how data can drive decision-making and improve user experiences would show a deeper alignment with the role and mission.\n","\n","**How to take it to the next level:**\n","\n","- **Integrate Data Analytics:** Discuss how you can leverage data analytics to support Beat81's mission. For instance, you could mention how analyzing user data can help in personalizing fitness programs or improving customer engagement through targeted insights.\n","- **Innovation and Future Vision:** Share your vision for how technology can further revolutionize fitness experiences at Beat81. This could include emerging trends in fitness technology or innovative ideas you have for the company's future.\n","- **Team and Culture Fit:** Highlight how your personal values and work ethic align with Beat81's culture. Mention any soft skills or team experiences that demonstrate your ability to thrive in their work environment.\n","\n","By incorporating these elements, your answer will not only align with Beat81's mission but also showcase your practical skills and forward-thinking approach.\u001b[00m\n","\n","\n","\u001b[1m\u001b[95m ## Final Result:\u001b[00m \u001b[92m**What was good:**\n","\n","- **Understanding of Mission:** Your response clearly demonstrates an understanding of Beat81's mission to enhance fitness experiences through technology. Recognizing the importance of technology in transforming fitness experiences shows you are aligned with the company's goals.\n","- **Passion for Fitness and Technology:** If you expressed a personal passion for fitness and technology, this is a strong point. Companies like Beat81 value candidates who share their enthusiasm and can contribute to their mission with genuine interest.\n","\n","**What could be improved:**\n","\n","- **Specific Examples:** While understanding the mission is crucial, providing specific examples of how you have previously used technology to enhance fitness experiences, or how you plan to do so in this role, would strengthen your answer. This could include past projects, personal experiences, or innovative ideas you have.\n","- **Connection to Data Analytics:** Since the role is for a Data Analytics Working Student, it would be beneficial to mention how data analytics can play a role in enhancing fitness experiences. Discussing how data can drive decision-making and improve user experiences would show a deeper alignment with the role and mission.\n","\n","**How to take it to the next level:**\n","\n","- **Integrate Data Analytics:** Discuss how you can leverage data analytics to support Beat81's mission. For instance, you could mention how analyzing user data can help in personalizing fitness programs or improving customer engagement through targeted insights.\n","- **Innovation and Future Vision:** Share your vision for how technology can further revolutionize fitness experiences at Beat81. This could include emerging trends in fitness technology or innovative ideas you have for the company's future.\n","- **Team and Culture Fit:** Highlight how your personal values and work ethic align with Beat81's culture. Mention any soft skills or team experiences that demonstrate your ability to thrive in their work environment.\n","\n","By incorporating these elements, your answer will not only align with Beat81's mission but also showcase your practical skills and forward-thinking approach.\u001b[00m\n","\u001b[1m\u001b[93m \n","\n","=====\n","## HUMAN FEEDBACK: Provide feedback on the Final Result and Agent's actions.\n","Respond with 'looks good' to accept or provide specific improvement requests.\n","You can provide multiple rounds of feedback until satisfied.\n","=====\n","\u001b[00m\n","Ask me another question from the initial list\n","\n","\n","\u001b[1m\u001b[95m# Agent:\u001b[00m \u001b[1m\u001b[92mInterview Coach\u001b[00m\n","\u001b[95m## Final Answer:\u001b[00m \u001b[92m\n","**Question:** How do you utilize data analytics to improve fitness experiences and contribute to Beat81's mission?\n","\n","This question is designed to assess your understanding of the role of data analytics in enhancing fitness experiences and how you can apply your skills to support Beat81's mission. When answering, consider highlighting specific examples or strategies that demonstrate your ability to use data analytics effectively in this context.\u001b[00m\n","\n","\n","\u001b[1m\u001b[95m ## Final Result:\u001b[00m \u001b[92m**Question:** How do you utilize data analytics to improve fitness experiences and contribute to Beat81's mission?\n","\n","This question is designed to assess your understanding of the role of data analytics in enhancing fitness experiences and how you can apply your skills to support Beat81's mission. When answering, consider highlighting specific examples or strategies that demonstrate your ability to use data analytics effectively in this context.\u001b[00m\n","\u001b[1m\u001b[93m \n","\n","=====\n","## HUMAN FEEDBACK: Provide feedback on the Final Result and Agent's actions.\n","Respond with 'looks good' to accept or provide specific improvement requests.\n","You can provide multiple rounds of feedback until satisfied.\n","=====\n","\u001b[00m\n","Looks good\n"]}]},{"cell_type":"code","source":["# Assemble the interview Prep Crew\n","crew = Crew(\n","    agents = [interviewer_agent, coach_agent],\n","    tasks = [interview_prep_task, feedback_task],\n","    verbose = True,\n","    process = Process.hierarchical,\n","    manager_llm = ChatOpenAI(model_name = \"gpt-4o\", temperature  = 0),\n","    memory = True,\n","    planning = True)\n","result = crew.kickoff({\"topic\": f\"Ask me all questions from {questions}\"})"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"2uyLVXrGna7r","executionInfo":{"status":"ok","timestamp":1739187258069,"user_tz":-60,"elapsed":293598,"user":{"displayName":"Diogo Resende","userId":"05706604408624562002"}},"outputId":"912c693d-0d5e-4d98-d9d1-0ebeab37fd55"},"execution_count":27,"outputs":[{"output_type":"stream","name":"stderr","text":["WARNING:opentelemetry.trace:Overriding of current TracerProvider is not allowed\n"]},{"name":"stdout","output_type":"stream","text":["\u001b[1m\u001b[93m \n","[2025-02-10 11:29:25][INFO]: Planning the crew execution\u001b[00m\n","\u001b[1m\u001b[95m# Agent:\u001b[00m \u001b[1m\u001b[92mCrew Manager\u001b[00m\n","\u001b[95m## Task:\u001b[00m \u001b[92mAsk a question from Here is a list of 20 questions to prepare for the Data Analytics Working Student position at Beat81, covering aspects of Culture and Team Fit, Job Position Fit, Background and Ways of Working, and Growth Mindset:\n","\n","### Culture and Team Fit\n","1. How do you align with Beat81's mission to enhance fitness experiences through technology?\n","2. Can you describe a time when you contributed to a team culture in a dynamic and fast-paced environment?\n","3. How do you engage with team rituals and events to build a strong team culture?\n","4. What interests you about working in the fitness and health industry, particularly with a company like Beat81?\n","5. How do you handle feedback and adapt to changes in a start-up culture?\n","\n","### Job Position Fit\n","6. How do you prioritize and manage multiple data requests from different stakeholders?\n","7. Can you provide an example of a dashboard you created and how it was used to drive business decisions?\n","8. Describe your experience with SQL and Python in previous projects.\n","9. How familiar are you with data visualization tools like Tableau or Lookerstudio?\n","10. What experience do you have with data pipelines, and how have you contributed to their improvement or scaling?\n","\n","### Background and Ways of Working\n","11. How does your academic background in a quantitative field prepare you for this role?\n","12. Describe a project where you collaborated with multiple teams (e.g., Tech, Product, Marketing) to achieve a common goal.\n","13. How do you ensure accuracy and reliability in your data analysis?\n","14. What is your approach to learning new technologies or tools that are required for a project?\n","15. How do you balance working independently on stand-alone projects with collaborating in a team environment?\n","\n","### Growth Mindset\n","16. How do you stay updated with the latest trends in data analytics and technology?\n","17. Can you share an experience where you turned a failure or challenge into a learning opportunity?\n","18. How do you set personal and professional development goals for yourself in a role like this?\n","19. What motivates you to continuously improve your skills in data analytics?\n","20. How do you envision contributing to Beat81's growth and innovation in the fitness industry?\n","\n","These questions are designed to help you reflect on your experiences and aspirations, ensuring you are well-prepared for an interview at Beat81. to the user1. Review the entire list of 20 questions carefully to understand their themes related to Culture and Team Fit, Job Position Fit, Background and Ways of Working, and Growth Mindset.\n","2. Choose one question that aligns best with the current conversation or the user’s most critical need in preparation for the interview.\n","3. Phrase the selected question clearly and provide it to the user, ensuring proper context about its relevance.\n","4. Encourage the user to think about their experiences and how they can articulate their answers in a compelling manner, offering hints or tips if necessary.\n","5. Once the user provides their response, acknowledge their answer, maintaining a supportive and engaging tone to build their confidence.\n","6. Move on to the next question in the queue or wait for the user's request for another question.\u001b[00m\n","\u001b[1m\u001b[95m# Agent:\u001b[00m \u001b[1m\u001b[92mInterviewer Agent\u001b[00m\n","\u001b[95m## Task:\u001b[00m \u001b[92mReview the entire list of 20 questions related to Culture and Team Fit, Job Position Fit, Background and Ways of Working, and Growth Mindset. Choose one question that aligns best with the current conversation or the user’s most critical need in preparation for the interview. Phrase the selected question clearly and provide it to the user, ensuring proper context about its relevance. Encourage the user to think about their experiences and how they can articulate their answers in a compelling manner, offering hints or tips if necessary.\u001b[00m\n","\n","\n","\u001b[1m\u001b[95m# Agent:\u001b[00m \u001b[1m\u001b[92mInterviewer Agent\u001b[00m\n","\u001b[95m## Final Answer:\u001b[00m \u001b[92m\n","One question that aligns well with preparing for the Data Analytics Working Student position at Beat81, especially considering the importance of reflecting on experiences and aspirations, is: \n","\n","\"Describe a project where you collaborated with multiple teams (e.g., Tech, Product, Marketing) to achieve a common goal.\"\n","\n","This question is crucial as it highlights your ability to work cross-functionally, a key skill in dynamic environments like Beat81. To articulate a compelling answer, think about a specific project where you played a significant role. Consider the following tips:\n","\n","1. **Context**: Briefly describe the project and its objectives. What was the common goal, and why was it important?\n","2. **Collaboration**: Discuss how you worked with different teams. What were the roles of each team, and how did you ensure effective communication and collaboration?\n","3. **Challenges and Solutions**: Highlight any challenges faced during the project and how you contributed to overcoming them. What strategies did you use to facilitate teamwork and drive the project forward?\n","4. **Outcome**: Share the results of the project. How did your collaboration contribute to achieving the common goal? What impact did the project have on the organization or stakeholders?\n","5. **Reflection**: Reflect on what you learned from this experience and how it has prepared you for a role at Beat81.\n","\n","By structuring your answer with these points, you'll be able to provide a comprehensive response that demonstrates your teamwork skills and ability to contribute to Beat81's success.\u001b[00m\n","\n","\n","\n","\n","\u001b[1m\u001b[95m# Agent:\u001b[00m \u001b[1m\u001b[92mCrew Manager\u001b[00m\n","\u001b[95m## Thought:\u001b[00m \u001b[92mThought: I need to delegate the task to the Interviewer Agent to ensure the user receives the most appropriate question based on their current needs for the interview preparation for the Data Analytics Working Student position at Beat81.\u001b[00m\n","\u001b[95m## Using tool:\u001b[00m \u001b[92mDelegate work to coworker\u001b[00m\n","\u001b[95m## Tool Input:\u001b[00m \u001b[92m\n","\"{\\\"task\\\": \\\"Review the entire list of 20 questions related to Culture and Team Fit, Job Position Fit, Background and Ways of Working, and Growth Mindset. Choose one question that aligns best with the current conversation or the user\\\\u2019s most critical need in preparation for the interview. Phrase the selected question clearly and provide it to the user, ensuring proper context about its relevance. Encourage the user to think about their experiences and how they can articulate their answers in a compelling manner, offering hints or tips if necessary.\\\", \\\"context\\\": \\\"The user is preparing for an interview at Beat81 for the Data Analytics Working Student position and needs guidance on how to approach the interview questions, with emphasis on reflecting on their experiences and aspirations to provide compelling answers.\\\", \\\"coworker\\\": \\\"Interviewer Agent\\\"}\"\u001b[00m\n","\u001b[95m## Tool Output:\u001b[00m \u001b[92m\n","One question that aligns well with preparing for the Data Analytics Working Student position at Beat81, especially considering the importance of reflecting on experiences and aspirations, is: \n","\n","\"Describe a project where you collaborated with multiple teams (e.g., Tech, Product, Marketing) to achieve a common goal.\"\n","\n","This question is crucial as it highlights your ability to work cross-functionally, a key skill in dynamic environments like Beat81. To articulate a compelling answer, think about a specific project where you played a significant role. Consider the following tips:\n","\n","1. **Context**: Briefly describe the project and its objectives. What was the common goal, and why was it important?\n","2. **Collaboration**: Discuss how you worked with different teams. What were the roles of each team, and how did you ensure effective communication and collaboration?\n","3. **Challenges and Solutions**: Highlight any challenges faced during the project and how you contributed to overcoming them. What strategies did you use to facilitate teamwork and drive the project forward?\n","4. **Outcome**: Share the results of the project. How did your collaboration contribute to achieving the common goal? What impact did the project have on the organization or stakeholders?\n","5. **Reflection**: Reflect on what you learned from this experience and how it has prepared you for a role at Beat81.\n","\n","By structuring your answer with these points, you'll be able to provide a comprehensive response that demonstrates your teamwork skills and ability to contribute to Beat81's success.\u001b[00m\n","\n","\n","\u001b[1m\u001b[95m# Agent:\u001b[00m \u001b[1m\u001b[92mCrew Manager\u001b[00m\n","\u001b[95m## Final Answer:\u001b[00m \u001b[92m\n","\"Describe a project where you collaborated with multiple teams (e.g., Tech, Product, Marketing) to achieve a common goal.\"\n","\n","This question is crucial as it highlights your ability to work cross-functionally, a key skill in dynamic environments like Beat81. To articulate a compelling answer, think about a specific project where you played a significant role. Consider the following tips:\n","\n","1. **Context**: Briefly describe the project and its objectives. What was the common goal, and why was it important?\n","2. **Collaboration**: Discuss how you worked with different teams. What were the roles of each team, and how did you ensure effective communication and collaboration?\n","3. **Challenges and Solutions**: Highlight any challenges faced during the project and how you contributed to overcoming them. What strategies did you use to facilitate teamwork and drive the project forward?\n","4. **Outcome**: Share the results of the project. How did your collaboration contribute to achieving the common goal? What impact did the project have on the organization or stakeholders?\n","5. **Reflection**: Reflect on what you learned from this experience and how it has prepared you for a role at Beat81.\n","\n","By structuring your answer with these points, you'll be able to provide a comprehensive response that demonstrates your teamwork skills and ability to contribute to Beat81's success.\u001b[00m\n","\n","\n","\u001b[1m\u001b[95m ## Final Result:\u001b[00m \u001b[92m\"Describe a project where you collaborated with multiple teams (e.g., Tech, Product, Marketing) to achieve a common goal.\"\n","\n","This question is crucial as it highlights your ability to work cross-functionally, a key skill in dynamic environments like Beat81. To articulate a compelling answer, think about a specific project where you played a significant role. Consider the following tips:\n","\n","1. **Context**: Briefly describe the project and its objectives. What was the common goal, and why was it important?\n","2. **Collaboration**: Discuss how you worked with different teams. What were the roles of each team, and how did you ensure effective communication and collaboration?\n","3. **Challenges and Solutions**: Highlight any challenges faced during the project and how you contributed to overcoming them. What strategies did you use to facilitate teamwork and drive the project forward?\n","4. **Outcome**: Share the results of the project. How did your collaboration contribute to achieving the common goal? What impact did the project have on the organization or stakeholders?\n","5. **Reflection**: Reflect on what you learned from this experience and how it has prepared you for a role at Beat81.\n","\n","By structuring your answer with these points, you'll be able to provide a comprehensive response that demonstrates your teamwork skills and ability to contribute to Beat81's success.\u001b[00m\n","\u001b[1m\u001b[93m \n","\n","=====\n","## HUMAN FEEDBACK: Provide feedback on the Final Result and Agent's actions.\n","Respond with 'looks good' to accept or provide specific improvement requests.\n","You can provide multiple rounds of feedback until satisfied.\n","=====\n","\u001b[00m\n","looks good\n","\u001b[1m\u001b[95m# Agent:\u001b[00m \u001b[1m\u001b[92mCrew Manager\u001b[00m\n","\u001b[95m## Task:\u001b[00m \u001b[92mGive feedback to the user on its answer1. Read the user's response attentively to understand the content and context of their answer.\n","2. Identify strengths in the user's answer, focusing on clarity of thought, relevant examples, and alignment with the question asked.\n","3. Provide constructive feedback on areas that could be improved, such as including more specific details, enhancing the structure of the response, or making the answer more concise.\n","4. Suggest actionable steps the user can take to enhance their answer further, such as practicing active response techniques or refining their examples.\n","5. Foster an encouraging environment, motivating the user by reiterating the positive aspects of their response and illustrating how improvements can elevate their performance.\n","6. Summarize your feedback, creating a clear and supportive roadmap for the user to understand their growth areas and strengths.\u001b[00m\n","\u001b[1m\u001b[95m# Agent:\u001b[00m \u001b[1m\u001b[92mInterview Coach\u001b[00m\n","\u001b[95m## Task:\u001b[00m \u001b[92mRead the user's response attentively to understand the content and context of their answer, identify strengths, provide constructive feedback, suggest actionable steps, foster an encouraging environment, and summarize feedback.\u001b[00m\n","\n","\n","\u001b[1m\u001b[95m# Agent:\u001b[00m \u001b[1m\u001b[92mInterview Coach\u001b[00m\n","\u001b[95m## Final Answer:\u001b[00m \u001b[92m\n","To prepare for the Data Analytics Working Student position at Beat81, it's important to reflect on your experiences and how they align with the skills needed for the role. A key question to consider is:\n","\n","\"Describe a project where you collaborated with multiple teams (e.g., Tech, Product, Marketing) to achieve a common goal.\"\n","\n","This question is crucial as it highlights your ability to work cross-functionally, a key skill in dynamic environments like Beat81. To articulate a compelling answer, think about a specific project where you played a significant role. Consider the following tips:\n","\n","1. **Context**: Briefly describe the project and its objectives. What was the common goal, and why was it important? For example, you could mention a project aimed at launching a new product feature that required input from various teams to ensure its success.\n","\n","2. **Collaboration**: Discuss how you worked with different teams. What were the roles of each team, and how did you ensure effective communication and collaboration? You might explain how you coordinated between the Tech team for development, the Product team for feature specifications, and the Marketing team for promotion strategies.\n","\n","3. **Challenges and Solutions**: Highlight any challenges faced during the project and how you contributed to overcoming them. What strategies did you use to facilitate teamwork and drive the project forward? Perhaps there was a challenge in aligning the priorities of different teams, and you helped by organizing regular update meetings to keep everyone on track.\n","\n","4. **Outcome**: Share the results of the project. How did your collaboration contribute to achieving the common goal? What impact did the project have on the organization or stakeholders? You could mention the successful launch of the product feature, increased user engagement, or positive feedback from stakeholders.\n","\n","5. **Reflection**: Reflect on what you learned from this experience and how it has prepared you for a role at Beat81. Maybe you learned the importance of clear communication and adaptability, which are valuable skills for the Data Analytics Working Student position.\n","\n","By structuring your answer with these points, you'll be able to provide a comprehensive response that demonstrates your teamwork skills and ability to contribute to Beat81's success.\u001b[00m\n","\n","\n","\n","\n","\u001b[1m\u001b[95m# Agent:\u001b[00m \u001b[1m\u001b[92mCrew Manager\u001b[00m\n","\u001b[95m## Using tool:\u001b[00m \u001b[92mDelegate work to coworker\u001b[00m\n","\u001b[95m## Tool Input:\u001b[00m \u001b[92m\n","\"{\\\"task\\\": \\\"Read the user's response attentively to understand the content and context of their answer, identify strengths, provide constructive feedback, suggest actionable steps, foster an encouraging environment, and summarize feedback.\\\", \\\"context\\\": \\\"The context is to evaluate the user's response to the question: 'Describe a project where you collaborated with multiple teams (e.g., Tech, Product, Marketing) to achieve a common goal.' The goal is to assess their ability to work cross-functionally, which is crucial for a position at Beat81. Consider the tips provided: Context, Collaboration, Challenges and Solutions, Outcome, and Reflection.\\\", \\\"coworker\\\": \\\"Interview Coach\\\"}\"\u001b[00m\n","\u001b[95m## Tool Output:\u001b[00m \u001b[92m\n","To prepare for the Data Analytics Working Student position at Beat81, it's important to reflect on your experiences and how they align with the skills needed for the role. A key question to consider is:\n","\n","\"Describe a project where you collaborated with multiple teams (e.g., Tech, Product, Marketing) to achieve a common goal.\"\n","\n","This question is crucial as it highlights your ability to work cross-functionally, a key skill in dynamic environments like Beat81. To articulate a compelling answer, think about a specific project where you played a significant role. Consider the following tips:\n","\n","1. **Context**: Briefly describe the project and its objectives. What was the common goal, and why was it important? For example, you could mention a project aimed at launching a new product feature that required input from various teams to ensure its success.\n","\n","2. **Collaboration**: Discuss how you worked with different teams. What were the roles of each team, and how did you ensure effective communication and collaboration? You might explain how you coordinated between the Tech team for development, the Product team for feature specifications, and the Marketing team for promotion strategies.\n","\n","3. **Challenges and Solutions**: Highlight any challenges faced during the project and how you contributed to overcoming them. What strategies did you use to facilitate teamwork and drive the project forward? Perhaps there was a challenge in aligning the priorities of different teams, and you helped by organizing regular update meetings to keep everyone on track.\n","\n","4. **Outcome**: Share the results of the project. How did your collaboration contribute to achieving the common goal? What impact did the project have on the organization or stakeholders? You could mention the successful launch of the product feature, increased user engagement, or positive feedback from stakeholders.\n","\n","5. **Reflection**: Reflect on what you learned from this experience and how it has prepared you for a role at Beat81. Maybe you learned the importance of clear communication and adaptability, which are valuable skills for the Data Analytics Working Student position.\n","\n","By structuring your answer with these points, you'll be able to provide a comprehensive response that demonstrates your teamwork skills and ability to contribute to Beat81's success.\u001b[00m\n","\n","\n","\u001b[1m\u001b[95m# Agent:\u001b[00m \u001b[1m\u001b[92mCrew Manager\u001b[00m\n","\u001b[95m## Final Answer:\u001b[00m \u001b[92m\n","To prepare for the Data Analytics Working Student position at Beat81, it's important to reflect on your experiences and how they align with the skills needed for the role. A key question to consider is:\n","\n","\"Describe a project where you collaborated with multiple teams (e.g., Tech, Product, Marketing) to achieve a common goal.\"\n","\n","This question is crucial as it highlights your ability to work cross-functionally, a key skill in dynamic environments like Beat81. To articulate a compelling answer, think about a specific project where you played a significant role. Consider the following tips:\n","\n","1. **Context**: Briefly describe the project and its objectives. What was the common goal, and why was it important? For example, you could mention a project aimed at launching a new product feature that required input from various teams to ensure its success.\n","\n","2. **Collaboration**: Discuss how you worked with different teams. What were the roles of each team, and how did you ensure effective communication and collaboration? You might explain how you coordinated between the Tech team for development, the Product team for feature specifications, and the Marketing team for promotion strategies.\n","\n","3. **Challenges and Solutions**: Highlight any challenges faced during the project and how you contributed to overcoming them. What strategies did you use to facilitate teamwork and drive the project forward? Perhaps there was a challenge in aligning the priorities of different teams, and you helped by organizing regular update meetings to keep everyone on track.\n","\n","4. **Outcome**: Share the results of the project. How did your collaboration contribute to achieving the common goal? What impact did the project have on the organization or stakeholders? You could mention the successful launch of the product feature, increased user engagement, or positive feedback from stakeholders.\n","\n","5. **Reflection**: Reflect on what you learned from this experience and how it has prepared you for a role at Beat81. Maybe you learned the importance of clear communication and adaptability, which are valuable skills for the Data Analytics Working Student position.\n","\n","By structuring your answer with these points, you'll be able to provide a comprehensive response that demonstrates your teamwork skills and ability to contribute to Beat81's success.\u001b[00m\n","\n","\n","\u001b[1m\u001b[95m ## Final Result:\u001b[00m \u001b[92mTo prepare for the Data Analytics Working Student position at Beat81, it's important to reflect on your experiences and how they align with the skills needed for the role. A key question to consider is:\n","\n","\"Describe a project where you collaborated with multiple teams (e.g., Tech, Product, Marketing) to achieve a common goal.\"\n","\n","This question is crucial as it highlights your ability to work cross-functionally, a key skill in dynamic environments like Beat81. To articulate a compelling answer, think about a specific project where you played a significant role. Consider the following tips:\n","\n","1. **Context**: Briefly describe the project and its objectives. What was the common goal, and why was it important? For example, you could mention a project aimed at launching a new product feature that required input from various teams to ensure its success.\n","\n","2. **Collaboration**: Discuss how you worked with different teams. What were the roles of each team, and how did you ensure effective communication and collaboration? You might explain how you coordinated between the Tech team for development, the Product team for feature specifications, and the Marketing team for promotion strategies.\n","\n","3. **Challenges and Solutions**: Highlight any challenges faced during the project and how you contributed to overcoming them. What strategies did you use to facilitate teamwork and drive the project forward? Perhaps there was a challenge in aligning the priorities of different teams, and you helped by organizing regular update meetings to keep everyone on track.\n","\n","4. **Outcome**: Share the results of the project. How did your collaboration contribute to achieving the common goal? What impact did the project have on the organization or stakeholders? You could mention the successful launch of the product feature, increased user engagement, or positive feedback from stakeholders.\n","\n","5. **Reflection**: Reflect on what you learned from this experience and how it has prepared you for a role at Beat81. Maybe you learned the importance of clear communication and adaptability, which are valuable skills for the Data Analytics Working Student position.\n","\n","By structuring your answer with these points, you'll be able to provide a comprehensive response that demonstrates your teamwork skills and ability to contribute to Beat81's success.\u001b[00m\n","\u001b[1m\u001b[93m \n","\n","=====\n","## HUMAN FEEDBACK: Provide feedback on the Final Result and Agent's actions.\n","Respond with 'looks good' to accept or provide specific improvement requests.\n","You can provide multiple rounds of feedback until satisfied.\n","=====\n","\u001b[00m\n","looks good\n"]}]}]}