I build products, communities,
and the infrastructure around both.

I host community events and run workshops that connect corporates and local builders with Codex—helping them streamline their work and build things that previously felt out of reach.

We build practical AI systems for growing businesses: the jobs too small to hire for, but too important to keep doing manually.

• Built an internal project-data research agent for a Malaysian-listed property developer.
• Helped the team make better land-acquisition decisions, resulting in seven-figure cost savings.

AISEA is shared infrastructure for Southeast Asia’s AI-builder communities. We help local communities collaborate across borders, pool access to partners and resources, and create more opportunities for serious builders to meet, learn and ship together.

• Connected more than 10,000 builders across eight countries within two months of launching.
• Built regional hackathons, co-working sessions, paper clubs and builder programmes.
• Turned the initiative into a cash-positive business within its first six months.

Built a place where people can learn by building, share unfinished work and find collaborators—regardless of their original technical background.

• Grew Build Club Malaysia from an initial group of eight into a community of more than 1,000 builders.
• Created recurring co-building, workshop and showcase formats without external funding.
• Supported six community leaders in launching communities of their own, reaching more than 2,000 active members.

Byte In was my first real foray into entrepreneurship. We bootstrapped a gamified nutrition product from zero to a working MVP, learning how to turn an idea into a company and take a product into the world.

• Explored product design, AI-assisted habit loops, retention mechanics and building under tight constraints.
• Made many of the mistakes first-time founders make—and learned how not to build a company.

Worked on founder experience, ecosystem partnerships and strategic programmes supporting high-growth entrepreneurs.

• Developed a closer view of what ambitious founders need beyond capital—and how institutions can become genuinely useful to them.

Led strategic partnerships and ecosystem development at Sunway’s innovation arm.

• Developed programmes connecting startups, corporates and universities.
• Sourced and supported emerging companies and helped institutionalise deep-tech and co-building initiatives.

Worked across venture development, startup sourcing, due diligence and corporate innovation.

• Translated between startups and a large institutional environment, turning broad innovation ambitions into programmes, pilots and investment decisions.

Analysed emerging technologies across biotechnology, digital agriculture, wearables, telecommunications and advanced materials.

• Authored and contributed to market reports covering DNA sequencing, wearable technology, electronic textiles and metamaterials.
• Translated early scientific developments into commercial analysis used for R&D, market-entry and investment decisions.
• Produced vertical-farming research later cited by The Guardian, Les Echos and other publications.

Studied how acoustic waves interact with metamaterials, developing mathematical models and MATLAB simulations that accounted for finite channel sizes and thermal effects.