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
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.
· cozy-coast
Generating a press kit from the running game
Read article · cozy-coast
One changelog file, three places it shows up
Read article · cozy-coast
A public tally with no accounts and no IDs
Read article 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.Let's connect.
Always happy to talk shop, compare notes, or just say hi. Email or LinkedIn is the fastest way to reach me.