I build AI products for real work.

I have worked across enterprise digitalization, data products, business intelligence, computer vision, and AI-assisted workflows. My focus is the space between an interesting demo and a product that people can actually use.

Today I explore how AI agents, product judgment, and lightweight engineering can help individuals and teams turn complex problems into clearer actions.

I also build small AI tools, write field notes, and share practical experiments through YourHelper.