Helping organisations adopt AI, building agent systems, and the product and enterprise delivery that came before.
A personal system of orchestrator agents, specialised skills, and a local-first knowledge engine that turns scattered PM work into an orchestrated, memory-aware practice.
Four narrow coaching agents over my own data: a strength-training coach, an English coach, a PM coach, and a personal-growth coach.
Product management for an A*STAR spin-off's learning platform, spanning adaptive learning engines, speech technology, and the first AI writing features.
Project management at a Singapore development studio delivering permit, volunteer, donor, and management systems for institutional clients.
Growing rgo47 from a traditional retail platform into a national marketplace, and building the IT department that made it possible.