Now.

What I'm doing.

Right now, I'm building Magic Vision as Co-Founder & CTO — developing custom computer vision solutions for real-world problems, with a focus on elderly care systems that work reliably in production environments.

Most of my days are spent thinking about how intelligent systems move from concept to something dependable in the real world. How software leaves the lab and starts living inside people's workflows. How messy, ambiguous problems slowly become structured, understandable, solvable.

North Stars.

Three threads guide the work:

Startups — Learning how to build a company, not just software. How to do it with other people. The speed, the bold ideas, the energy of building something new.

Software Engineering — Thinking deeply about architecture and team dynamics. Patterns, scalability, maintainability. How small technical decisions shape long-term product velocity.

Real-time edge AI — Applying deep learning systems in production, especially where privacy, edge devices, and secure infrastructure matter. Making advanced AI reliable outside the lab.

Previously.

Over the years I've worked on a range of projects—some that grew, some that taught me what not to do next time.