I ship.
25+ AI products and capabilities led, from first model to market, at Ultralytics, Prequel and Picsart.
So you get advice from someone who has seen what breaks after launch.
I build.
My own product work runs on agents: discovery notes, roadmap updates, reports, specs and tickets.
So what you learn has already been tested on real work.
I teach.
200+ Master's students, and 4 applied-AI programs designed and delivered at TUMO Labs.
So your team keeps the skill after I leave.
And underneath it all: a PhD in Finance and consulting at KPMG. My first question is always whether it's worth building.
