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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

Immanuel Schwall's Projects

blog icon blog

Basic blog | HTML | CSS | Responsive design | Grid and Flex |

cpp-concurrent-traffic-simulation icon cpp-concurrent-traffic-simulation

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

ddpg-continuous-control icon ddpg-continuous-control

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

dqn-navigate icon dqn-navigate

Reinforcement Learning | Deep Q-Network (DQN) agent | Value-Based Method | PyTorch | Unity Banana environment

evaluate-news-nlp icon evaluate-news-nlp

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

ppo-self-play icon ppo-self-play

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

react-mybooks icon react-mybooks

Async web app to manage my books | JavaScript | React | HTML | CSS

react-wouldyou icon react-wouldyou

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

travel-app icon travel-app

Async web app to display weather information and an image of a city | API | server and client-side code | JavaScript | HTML | CSS | Webpack | Jest

weather-journal-app icon weather-journal-app

OpenWeatherMap journal web app | weather API | POST and GET server and client-side code | JavaScrip | HTML | CSS

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