Conference talks, hands-on workshops, and panels on applied AI, cloud architecture, and product design — across Asia-Pacific and beyond. Subscribe and the upcoming dates land in your calendar.
A placeholder abstract for a half-day, build-along workshop. Bring a laptop; leave with a deployed, evaluated pipeline.
A placeholder abstract: where generative AI is genuinely changing how teams build, and where it's still theatre — with a framework for telling the two apart.
A hands-on, half-day session pairing cloud architecture with product design. We took a working RAG model and built the trust layer around it — confidence signals, citations, and failure states — then measured how each change moved users from over-trust to genuine calibration.
A four-person panel cutting through the hype cycle: where generative AI is in real production across the region, where it's stuck in proof-of-concept purgatory, and the organisational — not technical — reasons why. I argued that the bottleneck is rarely the model.
The opening keynote on everything that happens after the eval numbers look good — latency as a trust signal, the design of failure states, and the feedback loops that compound. The talk that later became the most-read piece on the blog.
Moving past demos: evaluation, retrieval, cost, and governance — what it actually takes to put GenAI into production and keep it there.
MLOps, SageMaker, and the design decisions that keep a machine-learning platform reliable, observable, and affordable at scale.
The product-design craft underneath AI: confidence signals, failure states, and interfaces people can actually calibrate against.
I take a limited number of speaking engagements each quarter, in Singapore and across APAC. Tell me about your event, audience, and date — I reply within a few business days.