I build the systems that protect children online.

I build AI systems that ship. From multi-agent orchestration pipelines to automated compliance engines, I design and deploy production AI infrastructure across healthcare, entertainment, ed-tech, developer tools, and regulatory compliance. The work I care about most is the infrastructure that protects kids online.

My approach is rooted in systems thinking and first principles reasoning. I have dyslexia, which I consider my superpower. It lets me see patterns across domains and design AI systems that others miss.

For over 10 years, I worked inside the system, alongside teams developing the algorithms and designing the features that are now driving our mental health crisis. I was there when engagement became more important than wellbeing, when addiction became the business model.

Midway through that journey, I made a choice: build the solution instead of optimizing the problem.

That choice led to Halo — the guardian layer for the people and the AI agents engineering products for children. Every code change shipping into a children's app gets reviewed against COPPA, AADC, EU AI Act, and emerging children's-safety standards before it ever reaches a child. The rules meant to protect kids should be enforceable infrastructure, not aspirational PDFs. That's the core focus of my work right now.

Halo is the engineering arm of a longer thesis. Mindful Media Foundation — the nonprofit I founded — is the prevention arm. Clinically grounded research, public-good distribution, and evidence-aligned storytelling that informs what "safe for kids" actually means at a developmental level. Two ventures, one problem: the internet wasn't built for children, and now AI is writing the next layer of it. The work is on both fronts at once.