Now · Last updated July 16, 2026

Building systems that can become useful businesses.

My attention is concentrated on three connected builds: a Canadian marketplace, an entrepreneurship simulation, and a practical local-AI stack. Each is moving from ambitious architecture toward something people can use, test, and respond to.

Across them, the near-term work is deliberately concrete: finish the public experience, tighten the product stories, run hands-on QA, and turn feedback into the next implementation decisions.