I help teams make AI actually stick.
Enterprise AI delivery, multi-agent & MCP systems, and the training that turns pilots into adopted, day-to-day ways of working.
Technical Lead, AI for DeliveryPALO IT, Singapore
1500+
practitioners trained
2-3x
productivity gains
8+ yrs
enterprise delivery
Trusted by teams at
SIA · Maybank · Prudential · Manulife · Chanel
What I do → Deployment, multi-agent & MCP systems, enablement. Speaking & training → 1500+ practitioners across major enterprises. Projects → Open-source tools and the Starside Labs initiative. About → Eight years of enterprise delivery. Most AI pilots fail on scope, not on models.
Hand an agent the whole problem and you get sprawl you cannot review. Give it three named tools and a job with edges, and you get something a team can actually ship on a Tuesday. Same model, different blast radius.
Same model. Different blast radius.
Unbounded: the agent decides its own next move, every time.
· open-source
A tap wizard with zero LLM calls
Read article · cozy-coast
Generating a press kit from the running game
Read article · cozy-coast
One changelog file, three places it shows up
Read articleLet's connect.
Always happy to talk shop, compare notes, or just say hi. Email or LinkedIn is the fastest way to reach me.