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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 followersHuggingFace


🔬 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

PythonJavaScriptTypeScriptReactNode.js

ClaudePyTorchHuggingFaceDockerLinux


🔥 GitHub Stats

GitHub Stats

GitHub Streak

Top Languages


🚀 Featured Projects

🧠 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 CodeAI MemorySelf-Learning AILLM SkillsPrompt EngineeringContinual 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

EmailGitHubHuggingFace


💡 Keywords

Software DeveloperAI EngineerMachine LearningPython DeveloperClaude CodeLLM ApplicationsHumanoid RoboticsSynthetic Data GenerationMechanistic InterpretabilitySparse AutoencodersEdge AIIoTHamburg GermanyOpen SourceFull Stack Developer


Profile Views

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

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  1. claude-reflect-systemclaude-reflect-systemPublic

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

    Python 209 23

  2. cosmos-cookbookcosmos-cookbookPublic

    Forked from nvidia-cosmos/cosmos-cookbook

    Post-training scripts and samples for NVIDIA Cosmos ecosystem

    Python 1

  3. alpasimalpasimPublic

    Forked from NVlabs/alpasim

    Python 1

  4. IsaacLabIsaacLabPublic

    Forked from isaac-sim/IsaacLab

    Unified framework for robot learning built on NVIDIA Isaac Sim

    Python 1

  5. lerobotlerobotPublic

    Forked from huggingface/lerobot

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

    Python

  6. RLRLPublic

    Forked from NVIDIA-NeMo/RL

    Scalable toolkit for efficient model reinforcement

    Python