Civil engineer, founder, and builder. My purpose is simple: bring AI into construction — one of the least digitised industries on earth — and build infrastructure that serves people better.
The built world runs on data that's always out of date. Maps don't know about the pothole that formed last week. Councils find out about failing roads after the damage is done. Arcanum builds toward one thing: real-time data for the physical world — so infrastructure gets maintained proactively, not reactively.
Margi.AI + Inonit, and everything else Arcanum has built — the AI layer construction has been missing, from first principles.
The engineering work behind the ideas — design projects, analysis, and applied coursework from my Master's, built to real Australian standards.
Construction is one of the least digitised industries in the world. Nearly half of construction organisations report no AI use at all, and less than 1% have it embedded across their processes — while almost every other industry has already moved. That's not a statistic to me. It's the gap my whole career is aimed at.
I'm a civil engineer. My life is dedicated to one thing: bringing intelligence into how we build and maintain the physical world — roads, structures, cities — so infrastructure serves people better, lasts longer, and costs less to keep alive.
That means working from both sides at once. The engineering side: rigorous, standards-driven, accountable — because you don't get to be careless with things people stand on. And the technology side: fast, curious, always reaching for the more efficient tool. Most people pick one. The gap only closes if you hold both.
Everything on this site — the company, the products, the projects — is that one purpose, expressed different ways.