Founder, KOF Services (Knowledge Organization Framework), Montreal. Product strategy executive building AI that ships: 10 production WhatsApp AI agents, AI governance toolkits, and SecondSight for Ray-Ban Display. Hackathon builds: VirtuRide AI, a HUD hazard-awareness and rider-safety companion, and a conversational governance auditor for AI agents.