I take enterprises from AI experiments to AI that runs in production — and train the engineers who keep it running.

Twenty years in software: C++ and game engines, then a ~40-person backend organisation, now AI engineering and transformation at Miquido. I work the same problem from both ends — with boards on where AI creates real value, and with engineering teams on what it takes to operate it responsibly.