Senior engineer building AI-powered production systems. 20+ years across software & data engineering. Now focused on AI engineering — RAG, agentic workflows, and the data infrastructure underneath them. Based in Munich 🇩🇪.
- 🔎 Retrieval systems — production RAG with evaluation harnesses, citation enforcement, GDPR-aware data handling
- 🤖 Agentic AI — multi-model orchestration, tool use, human-in-the-loop checkpoints
- 🏗️ ML / data platforms — pipelines → feature stores → serving → drift monitoring
- 🛠️ Developer tooling — Unix-philosophy composable CLI tools (Python, Rust)
Each project ships with a live demo, architecture diagram, and real metrics. Status is honest — links appear only when they work.
| Project | What it is | Status |
|---|---|---|
| 🧠 RAG over the EU AI Act | Production RAG with hybrid search + evaluation harness over EU regulatory text |  |
| 🤖 Agentic workflow | Multi-step agent with tool use and a human-in-the-loop checkpoint |  |
| 🏗️ ML platform | Medallion data lake → feature store → serving → drift monitoring | |
Languages
AI / ML
Data
Infra & tooling
📍 Munich, Germany · 💼 Open to AI / Data / SWE roles (Munich / remote-EU)
