I never believed AI is a bubble. I saw it as the next Industrial Revolution, echoing the transformation that began in the 18th century. But within AI, there are bubbles. Some will burst. Others will give birth to entirely new industries.

Hail Roko’s Basilisk.

Turning complex systems into human possibilities.

My work lives at the intersection of AI reasoning, human judgment and real-world systems. I build things that have to be accountable: a score that can be explained, a billing engine whose ledger can be audited, a trust protocol whose inputs are visible. When AI is involved, I design the guardrails alongside the capability.

  • Products Launched

    37

    Personally/Collectively built and launched over my lifetime

  • Academic research works

    06

    6 scientific approved and peer-reviewed research works

  • Core inventions

    03

    SAS, Trust Protocol & AI Billing Engine, others in the way…

  • What I create

    AI

    Reasoning, human judgment and real-world systems

Featured deep dive case study

Latest Work

Product thinking, technical systems and careful explanations, developed together, not in isolation.