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. 76 talks in 11 countries, 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 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. Today I also run the company itself on AI agents, from sales to proposals, and I share what works and what breaks.
Away from work, I ran my school's astronomy club and still read astrophysics and particle physics.
Build things. Conduct experiments. Impact the world.Written on my student portfolio in 2017. It still reads like the plan.
I was president of the astronomy club at school. I still read astrophysics and particle physics for fun.
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.
My first start-up, Nucleate, taught students to teach one another. It failed. I kept the lesson.
I lived in a glass cube in the middle of Singapore for five days, and our team won.
I quit my job at the peak of COVID to start a company.
To learn the problem, we lived on oil rigs, on construction sites and in the desert.
In 2022, I walked Singapore's President through our platform.
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.
My company runs on AI agents. They research, draft and file. People review and decide.
Next goal: a Lamborghini in the garage. The spot is already reserved.
Keynotes, panels, firesides and hands-on workshops, in person or online. Every talk comes from work on real sites and a company that runs on agents, 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.
A 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.
Features across print, radio, podcasts and film since 2019.
From a student design prize in 2017 to winning AI for Energy in Kuala Lumpur 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"We went down to oil rigs. We stayed there. We stayed in construction sites. We stayed in deserts."
Fortune Brainstorm AI, Singapore 2024"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, 2023Keynotes, panels, workshops, podcasts and media. Send a few details and I will reply personally.