About

I’m a machine learning engineering student at Metropolia UAS in Helsinki, focused on applied AI, backend systems and full-stack development. I build the whole system: agents, semantic search, model routing, and the pipelines that ship it.

Ten years in project delivery taught me to turn complex requirements into working software. Now I apply that experience to AI products, from model integration to deployment.