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. Munich, Germany.
SWE/DE foundation → AI engineering
pipelines → RAG & retrieval
data quality → model quality & evaluation
orchestration → agentic workflows
observability → model & drift monitoring
- 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)
Shipping a focused AI portfolio — each project ends 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, on EU regulatory text | in progress |
| Agentic workflow | Multi-step agent with tool use and a human-in-the-loop checkpoint | planned |
| ML platform | Medallion data lake → feature store → serving → drift monitoring | planned |
Python · Rust · TypeScript · PyTorch · FastAPI · LangGraph · vector DBs · Dagster/Airflow · Docker · DuckDB/Delta · Claude / OpenAI APIs
Munich, Germany · LinkedIn · [email protected]