Work shaped by real needs, from finding trusted sales answers to exploring AI with a child at home.
ShieldPoint · Deployed MVP · Demo offline
I deployed a chatbot that answered questions from synthetic sales documents and cited its sources.
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A family beneath the sea
A family of five begins its story beneath the sea.
Storytime · Family project
I turned my seven-year-old daughter’s ideas into an interactive storybook to explore thoughtful AI use at home.
Open Storytime ↗ (opens in a new tab)Interactive prototypes that let me test ideas, learn by building, and explore new directions.
Choose a shape
Pleated shade
Actual lamp renders from the customiser
Lamdio · Interactive prototype
I built a customiser for trying lamp shapes and saving design settings.
Open Lamdio ↗ (opens in a new tab)
Choose · care · watch
A little world that keeps changing.
Explore the interactive freshwater aquarium
Screen Fish Saver · Interactive experiment
I built a browser aquarium where people choose fish and décor, then care for a tank that changes over time.
Open Screen Fish Saver ↗ (opens in a new tab)I’m testing how persistent agents handle real work: what they notice, what they can carry through, and where my judgement still matters.
I’ve deployed Grok Bot as a persistent AI teammate and am testing how it plans and completes tasks on a cloud computer.
My dot surfaced a billing email on its own. I asked it to investigate, and it stopped my remaining Railway deployments — a practical test of proactive help with running costs.
Read the LinkedIn post ↗ (opens in a new tab)I used Instinct on WhatsApp to ping me every two hours with PSI and PM2.5 readings during the haze.
Read the LinkedIn post ↗ (opens in a new tab)My Hermes agent, Tomo, helped me build a sales training assistant grounded in synthetic product documents while I was away from my Mac Mini. That work sharpened my focus on retrieval quality, citations, and knowing when the assistant should say “I don’t know.”
Read the LinkedIn post ↗ (opens in a new tab)
I’m a product manager in Singapore. I’ve worked on arcade and VR products, and now build AI prototypes to test where they help in practice.
As a parent, I keep returning to one question: how can children use AI with curiosity and judgement? I’m building AI for Families around that question.
Ask about AI for Families ↗I’m beginning to write about the decisions behind these projects.
Find me on LinkedIn ↗
