
I build AI-powered tools that amplify human potential. Currently working as an AI Software Engineer at Arrk Engineering in Munich, architecting LLM solutions—multi-agent systems, RAG pipelines, enterprise chatbots.
Before AI, I spent a decade in computational engineering: FEM analysis, CAE automation, automotive simulation. That numerical methods background now shapes how I approach ML systems.
2025-01-06 [tech] Building LLM-powered applications — lessons from production2024-12-15 [personal] From CAE to AI — my engineering transitionBuilt with Quarto. No frameworks.