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
Getting started with Ghostwriter, step by step
everyday-ai tools
How to spot AI writing before you hit send
everyday-ai quality
Langdrift: scoring how differently a translation lands
open-source research translation
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