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.
Trusted by teams at SIA Maybank Prudential Manulife Chanel
700+
practitioners trained
2-3x
productivity gains
8+ yrs
enterprise delivery
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Where to go next
A short hub. The detail lives on its own page.
What I do
Enterprise AI deployment, multi-agent & MCP systems, co-delivery and enablement.
See what I do →Speaking & training
Talks and workshops delivered to 700+ practitioners across major enterprises.
View talks →Blog
Ideas on AI, reflections on delivery, and notes from events I attend.
Read the blog →Projects
Open-source tools and selected work, including the Starside Labs initiative.
Browse projects →
blog
Latest from the blog
Multi-agent workflows a single engineer can reason about
agents mcp architecture
An honest look at AI productivity claims, and how to measure 2-3x
research productivity fsi
Evals for delivery teams: trusting AI output without re-checking every line
research enablement architecture
Let's connect.
Always happy to talk shop, compare notes, or just say hi. Email or LinkedIn is the fastest way to reach me.
Get in touch