AI Engineer · Founder · Munich
Stop fantasizing about AI. Start automating the boring stuff.
Most AI projects die in the pilot. I build the ones that ship and pay for themselves.
AI is only the engine in the middle. The value sits on both ends: data you already have, and workflows nobody has to do by hand anymore.
Leading the development of new digital platforms and driving AI-powered business transformation - bridging strategy, technology and execution to scale operations and enable sustainable growth.
Most of my code lives in private client & product repos - the public ones are my lab notebook.
Leading the development of new digital platforms and driving AI-powered business transformation - bridging business strategy, technology and execution to scale operations sustainably.
Designed and deployed AI agents, worked on a Multi-Agent RAG system with MCP for client transformation, and as AI Ambassador ran trainings on GenAI, governance and Trusted AI.
Grew a two-person GbR into a GmbH while studying. Shipped 10+ web & mobile products, RAG-powered tools and a computer-vision drone pipeline for aerial inspection.
Computer Vision, Transformers and Reinforcement Learning. Thesis: YOLOv8 + XGBoost to predict American football plays from broadcast video, published open access.
Started shipping websites for local businesses at 14 - 15+ sites from first client call to deploy. Later sharpened client delivery at the student consultancy consult.IN.
Independent research on what makes agentic AI safe to run in the enterprise.
How fast Model Context Protocol adoption outruns ISO 42001, NIST AI RMF and the EU AI Act - and a reproducible Tool Graph Capability Score to measure it.
Six engineering patterns for reliable agents, each graded against the strongest controlled evidence in the literature.
Real-time object detection plus gradient-boosted trees to predict American football plays from broadcast video.
Guest talks on Transformers, agentic AI and computer vision in industry.
AnnouncementBuilt the StudyMatch app in four weeks as part of the BBW founder programme.
PressSix years of American football, as team captain and U19 defensive coordinator.
Plus EU-Z basic and advanced certificates.