// ai building & product management
Things I’ve built.
Solo and client builds at the seam of product management and generative AI.
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All projects Claude Skills Suite
A custom library of Claude skills built to make AI work like a genuine thought partner — not a clever autocomplete.
AI Tooling
AI Wayfinder
A navigator for people with no prior AI knowledge — because the barrier to entry for generative AI is still far too high for most people.
AI ToolIn Development
Red Dot Times
A news and knowledge app for Singapore kids — AI turns current events into structured, illustrated, audio-enriched content children can engage with, present, and remember.
EdTech
// ai advisory & volunteering
AI alone doesn’t transform organisations. People do.
I work with organisations to help their teams adopt AI — to work faster, make better decisions, and serve their communities more effectively.
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See the work WWF Singapore
Data analytics across operations + the Eco Dabao plastic waste reduction programme. Pro-bono.
est. 2025 · pro-bono
APSN
Association for Persons with Special Needs. Operations review + practical AI fluency. Pro-bono.
est. 2025 · pro-bono
Checkmate SG
National misinformation prevention — AI product manager. >5,000 users, featured on Straits Times, recipient of Tencent grant.
est. 2024 · volunteer
// i build with
ClaudeChatGPTGeminiPerplexityClaude APIOpenAI APIElevenLabsNext.jsReactVercelNotionCanvaClaudeChatGPTGeminiPerplexityClaude APIOpenAI APIElevenLabsNext.jsReactVercelNotionCanva