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Hey, I'm Karsten 👋

Software Developer & AI Engineer based in Hamburg, Germany 🇩🇪

Building self-improving AI systems, machine learning tools, and developer automation with Claude Code, Python, and modern web technologies.

GitHub followers HuggingFace


🔬 Current Focus

  • 🤖 AI/ML Engineering — LLMs, Claude Code, Prompt Engineering
  • 🧠 Self-Improving AI Systems — Automated learning from corrections
  • 🦾 Humanoid Robotics — Synthetic motion data generation
  • 🔍 Mechanistic Interpretability — Sparse Autoencoders, Gemma Scope
  • Edge AI & IoT — Deploying ML models on edge devices

🛠️ Tech Stack

Python JavaScript TypeScript React Node.js

Claude PyTorch HuggingFace Docker Linux


🔥 GitHub Stats

GitHub Stats

GitHub Streak

Top Languages


🚀 Featured 项目

🧠 Self-improving AI skills system for Claude Code — learn from corrections, never repeat mistakes

A continual learning system that captures user corrections and automatically improves AI behavior. Features semantic detection, multi-language support, and cross-skill learning with SQLite tracking.

Keywords: Claude Code AI Memory Self-Learning AI LLM Skills Prompt Engineering Continual Learning

Stars


🌱 Open Source Contributions

Active contributor to AI/ML and robotics projects:

  • 🦾 LeRobot — Open-source robotics with Hugging Face
  • 🔬 IsaacLab — NVIDIA Isaac Sim for robot learning
  • 🌌 Cosmos Cookbook — NVIDIA Cosmos world model ecosystem
  • 🤖 MuJoCo Menagerie — Physics simulation models

📫 Connect With Me

Email GitHub HuggingFace


💡 Keywords

Software Developer AI Engineer Machine Learning Python Developer Claude Code LLM Applications Humanoid Robotics Synthetic Data Generation Mechanistic Interpretability Sparse Autoencoders Edge AI IoT Hamburg Germany Open Source Full Stack Developer


个人资料 Views

"Correct once, never again" — Building AI that learns from its mistakes 🚀

Pinned Loading

  1. claude-reflect-system claude-reflect-system Public

    Continual Learning & Self-improving skills system for Claude Code - learn from corrections, never repeat mistakes

    Python 371 43

  2. cosmos-cookbook cosmos-cookbook Public

    复刻ed from nvidia-cosmos/cosmos-cookbook

    Post-training scripts and samples for NVIDIA Cosmos ecosystem

    Python 1

  3. alpasim alpasim Public

    复刻ed from NVlabs/alpasim

    Python 1

  4. IsaacLab IsaacLab Public

    复刻ed from isaac-sim/IsaacLab

    Unified framework for robot learning built on NVIDIA Isaac Sim

    Python 1

  5. lerobot lerobot Public

    复刻ed from huggingface/lerobot

    🤗 LeRobot: Making AI for Robotics more accessible with end-to-end learning

    Python

  6. RL RL Public

    复刻ed from NVIDIA-NeMo/RL

    Scalable toolkit for efficient model reinforcement

    Python