(What I do)
AI consulting · workshops · advisory — Katowice, Poland
Most AI projects die as demos. They work in a notebook, impress the board, and never survive real data, real users, real compliance. I build the part that survives.
The flagship: building generative AI into a bank’s core system — in production, and on the Google Cloud Summit main stage.
Google Cloud Summit · National Stadium, Warsaw · 2024I presented my work building a next-generation AI-powered core banking system, using Google Cloud’s generative AI to optimize smart-contract development cost while empowering business users to create new features — insights from real production systems.
Three ways I get AI past the demo and into production — for teams that need it to actually work.
AI Lead building AI systems that ship across banking and industrial sectors. I help technical and non-technical teams leverage LLMs, automate knowledge work, and implement AI that actually works in production. I also run hands-on workshops and speak on getting AI past the demo — most recently on the Google Cloud Summit main stage.
Peer-reviewed work on industrial AI — gesture control, predictive maintenance, and energy prediction on the Industry 4.0 platform.
Or an event that needs a speaker who’s been in production.
