I build AI tools that solve commercial problems - backed by 10+ years of hands-on business building.
I currently work as a Working Student in AI Strategy & Market Intelligence at Siemens Energy, where I've built the department's AI assistant (answer accuracy improved from ~80% to ~90-95%), a Power BI dashboard analyzing 30 years of global order data, and AI automations for review mining and meeting intelligence - alongside competitor benchmarking, persona research, pricing analysis, and roadmap-shaping work for industrial software and AI offerings.
Before Siemens Energy, I built an AI RAG assistant at BMW Group that was adopted by 12 consultants across international markets (~2-3 hours/week saved each), and worked on consulting and market-entry research at Bundesdruckerei. Earlier, I spent years building and operating businesses through KS Plastic and Walnuts - launching products, building sales systems and paid acquisition from scratch, and growing revenue from about €1M to over €3M.
I also ship things outside work: Wattlas, an open-source global energy-demand radar now used by Siemens Energy colleagues; a real €1,500 AI-creative ad campaign for Nextbike that grew market penetration in León, Spain by 30%+; and open-source tools on GitHub. That mix of enterprise strategy work and operator experience shapes how I approach problems: turn complex information into clear decisions, then build the tool that makes the decision real.