AI Engineer · Product Builder · Berlin / remote
I build AI systems that turn complex, high-stakes work into clear, reviewable action — grounded in evidence, explicit about uncertainty and designed to keep humans in control.
Portfolio → · CV · LinkedIn · Culture
| Project | What it proves | Try / inspect |
|---|---|---|
| ⚖️ GitLaw | Hybrid retrieval, citation verification and MCP across 5,936 German federal laws | Try GitLaw → |
| 🛡️ SafeVoice | Structured AI, evidence integrity, evals and human-reviewed case preparation | Open beta → |
| ✦ Council | Tool-grounded multi-agent reasoning, forced disagreement and falsifiable decisions | Inspect source → |
| 🤖 Digital Worker Factory | Evidence contracts, approval gates, observable traces and reliability evals for AI workers | Open demo → |
| 📄 PrüfPilot | Document AI: documents → versioned rules → evidence → human-approved next action | Try demo → |
| ⚖️ judge-mcp | Composable rubric evaluation and create → judge → revise loops for agent outputs | Inspect MCP → |
human problem → useful workflow → grounded AI → visible uncertainty → human control → feedback → regression tests
Python · FastAPI · TypeScript · React · LLMs · RAG · Agents · MCP · structured outputs · evaluations
I’m especially interested in law, public services, care, health and operational work — places where software should reduce friction without quietly taking responsibility away from people.
Citizen Agents · Human Systems Lab · Atelier Engine
Looking for a strong team where I can own difficult problems end to end.