Founder & Builder — Scaling systems from bits to atoms.
Most people start with a solution. I start with what's actually blocking progress — resources, regulations, adoption barriers. The constraint is usually the product insight.
82 children in the Autest pilot. 33 participants in the Yale EMA study. A live metro system. Real validation beats internal conviction every time.
Autest is still used in 5 special schools and 3 NGOs — because it was designed for the actual user context, not for a demo. Adoption is the only metric that matters.
I build systems that outlast my involvement. The goal is a repeatable process that scales after I leave — not credit for being in the room.
If you're doing real work — I'm interested.