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jonasge1992/README.md

Hi πŸ‘‹, I'm Jonas

I am a former supply chain lead with passion for IT, Programming, Data Science and Artificial Intelligence.

Top technical highlights:

  • πŸ“ˆ => Built a time series forecasting model for supermarket stores on a product level by using a range of models to determine the lowest error for each product to achieve the lowest error (see repository walmart)
  • 🍎 => Built a purchasing and replenishment tool at my previous company which took the forecast, stock levels and shelf life of each product to determine the correct buying decision
  • πŸ€– => Built an Autogen multi-agent-system with the OpenAI API that fully automatically searches the internet for desired companies and roles and returns current open positions (see repository jobsearcher)
  • πŸ” => Built a convolutional neural network (CNN) to classify thirty different types of household materials for waste and built it into an app (see repository Waste_classifier)
  • πŸ‘©πŸ»β€βš•οΈ => Built an AI therapist chatbot on Telegram that speaks to its patients in German and accepts text, voice, video and picture messages as well as URLs and responds in text and voice (see repository ai_therapist_german) link to test it on Telegram: https://t.me/therapiechatbot

Main studies:

  • Le Wagon 2024 => Bootcamp in Data Science and Artificial Intelligence
  • Technical University Berlin 2021 => MSc in Industrial Engineering with focus on Logistics and Supply Chain Management
  • Karlsruhe Institute of Technology 2017 => BSc Industrial Engineering

Connect with me:

LinkedIn Profile

Languages and Tools:

aws docker gcp git java javascript linux pandas postgresql python pytorch scikit_learn seaborn sqlite tensorflow zapier

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  1. ai_therapist_german ai_therapist_german Public

    AI Therapist Chatbot for Telegram working in German

    Python 1

  2. Waste_Classifier Waste_Classifier Public

    Project to build an app for classifying waste according to its recycle class

    Jupyter Notebook 1

  3. jobsearcher jobsearcher Public

    Job Searcher Agent, using Google Search to find companies and their career sites and scrape open positions.

    Jupyter Notebook 1

  4. walmart walmart Public

    le wagon project week

    Jupyter Notebook 1