
The AI-Native Company
How a 40-person company runs on AI agents, shown live. What the agents do on a normal Monday, what broke, what I will never let an agent do, and how every mistake became a rule.
I build AI that keeps people safe on oil rigs, construction sites and factory floors. I also run my company on it.
Forbes 30 Under 30 Asia. On stage from Fortune Brainstorm AI in Singapore to the Misk Global Forum in Riyadh.
talks, keynotes, panels and podcasts since 2019
countries with audiences, on stage and online
Invigilo deployments on sites, rigs and vessels
awards and honours since 2017
I co-founded Invigilo AI in Singapore in 2020, after Materials Science and Engineering at NUS and a year in Silicon Valley with UC Berkeley and Stanford. Our Safety Intelligence platform turns the cameras a site already owns into a safety team that never clocks off. It runs on offshore drilling vessels, Vision 2030 projects in Saudi Arabia and MRT tunnels in Singapore.
Before we wrote much code, we lived on rigs, construction sites and in the desert to learn the problem.
One company that worked, and the experiments that taught me how.

Safety Intelligence for high-risk industries, with close to 200 deployments on sites, rigs and vessels.
Visit invigilo.ai →
A 3D platform for construction sites, built in five days inside a glass cube. It won the InCube challenge by NUS and ETH Zurich.

Students teaching one another through shared notes. It failed, and taught me more than any win.

A camera that spots tired drivers on worker transport. Champion of Engineering4Good, and my first safety vision project.
I build most evenings with Claude Code as my engineering partner.

An app that helps families abroad keep their traditions: prayers, festivals and family moments, in the languages they grew up with.

My own voice assistant. I speak, it finds files, answers from my notes and starts work in the background, then replies in a clone of my voice.

A 32-page guide and class portal for safety professionals learning AI, first used at my NSCA Foundation masterclass.

Named AI agents that research, draft, file and track for me, each with its own rules. This website was built the same way.

As an undergraduate I helped 3D print solar cells from photosynthetic proteins, published in Advanced Functional Materials.

I led a 21-person logistics unit as a sergeant during National Service.

I quit my job at the peak of COVID to start a company.

I shared a stage with Google in Riyadh to debate whether AI is a mastermind or a taskmaster.

I gave the plenary on AI at Singapore's national safety conference, to more than 1,600 delegates.
Every talk comes from work on real sites, not from theory.

How a 40-person company runs on AI agents, shown live. What the agents do on a normal Monday, what broke, what I will never let an agent do, and how every mistake became a rule.

Sites have thousands of cameras and nobody can watch them all. How AI turns footage into closed actions, from offshore vessels to Saudi giga-projects.

Getting AI to work where people wear boots, not lanyards. Why pilots stall, how to win over site teams, and what changes from Asia to the Gulf.
GIA Australia, Haymarket HQ, SydneyA hands-on session with real tools. Participants write, check and build a first agent, using the AI Safety Field Guide from my NSCA masterclass.

Starting a deep-tech company straight out of university in a pandemic, selling to heavy industry, and building the business in Saudi Arabia.
Every arc starts in Singapore. Drag the globe to spin it.





Features across print, radio, podcasts and film since 2019.
From a student design prize in 2017 to the OSPAs and AI for Energy in 2026.






Astronomy club president at ACS(I). Black holes, dark matter and the Higgs are still my favourite reading.

Every worker home safe after every shift comes first. This one comes after.
"Imagine one central brain of safety managers, with thousands of years of experience. A safety officer that never sleeps."
Fortune Brainstorm AI, Singapore 2024"A major reason why there's productivity losses is actually due to safety lapses."
Invigilo founder Q&A, 2025"Validation really comes from people putting money on the table."
The Collective Founders, 2026"Go on the ground, talk to people, build a product from the ground up by listening to customers."
Forbes BrandVoice, 2023Add your name to the constellation of everyone who has visited.

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