Still close to the code.
I continue to develop and run software of my own. That keeps my technical judgement close to implementation, tests and real operations. In a leadership role it means I can assess a solution without pulling the team's decisions to myself.
razbiram.com
LiveA language and learning platform for students that I designed, build and run myself. At its core is an agentic AI pipeline: it generates learning content dynamically, a verification workflow checks every item, and only once a teacher approves it does it reach the students. Students and teachers work in their own roles on the same platform. Underneath: local AI via Ollama, more than 3,000 automated tests; the NLP and audio stacks are public on GitHub.

