About
I’m Gerald Ng, an engineer focused on AI systems — especially the path from prototype to something that holds up in production.
How I work
I care about the whole loop: framing the problem, choosing the right level of complexity, integrating with existing software, and making behavior observable so teams can iterate with confidence. That often spans models and prompts, APIs and data, evaluation, and the operational details that keep a service dependable.
Background
I write and build in public where it helps others. This site is a place for longer-form notes — architecture decisions, lessons from shipping, and experiments worth documenting.
Contact
For direct messages, use the email icon in the sidebar.