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ImmanuelXIV/README.md

Hey, I'm Immanuel! 👋🏽‍

I'm a Machine Learning Engineer/ex-founder from Germany 🇩🇪 who enjoys building AI products. I primarily code in Python and have extensive experience with PyTorch and Vertex AI pipelines. I've worked at some leading tech startups, and focus on Computer Vision, Deep Reinforcement Learning, and Natural Language Processing.

Reach out to me 📫 if you are interested in Machine Learning, Open Source, and building AI products that make the world a better place! Find me on LinkedIn! 🤙🏽‍

Skills 👨🏽‍🎓:

  • Programming Languages: Python, JavaScript, C++
  • Machine Learning Frameworks: PyTorch, TensorFlow
  • Areas of Expertise: Natural Language Processing, Deep Learning, Computer Vision, Reinforcement Learning, Vertex AI
  • Other Skills: SQL, React, Redux, HTML, CSS

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  1. react-wouldYou react-wouldYou Public

    Web app to play the game "would you rather?" | JavaScript | React | Redux | HTML | CSS

    JavaScript

  2. evaluate-news-nlp evaluate-news-nlp Public

    Basic MeaningCloud web app to display sentiment analysis of user input | NLP API | server and client-side code | JavaScript | Webpack | Jest

    JavaScript

  3. cpp-concurrent-traffic-simulation cpp-concurrent-traffic-simulation Public

    Basic concurrent traffic simulation with vehicles, intersections, and traffic lights | thread-safe communication protocol | mutexes, locks, message queues | C++

    C++

  4. cpp-system-monitor cpp-system-monitor Public

    Linux System Monitor | basic htop system | C++

    C++

  5. ddpg-continuous-control ddpg-continuous-control Public

    Reinforcement Learning | Continuous Control | Deep Deterministic Policy Gradient (DDPG) agent | Actor-Critic Method | PyTorch | Unity Reacher (robot arm) environment

    Python 1

  6. ppo-self-play ppo-self-play Public

    Reinforcement Learning | Multi-Agent RL | Self-Play | Proximal Policy Optimization Algorithm (PPO) agent | Unity Tennis environment

    Python 16 1