I build products and study markets with a focus on how systems actually work in practice.

I'm the founder of Investors Engine, built to bring institutional-grade thinking to individual investors without unnecessary complexity. My work sits at the intersection of business models, incentives, valuation, and technology.

My writing explores markets, AI, and building from first principles, often through lessons that come from operating, not theorizing. Across fintech, healthcare, and enterprise SaaS, I've learned that durable outcomes come from understanding mechanics.

I'm drawn to work that compounds through clarity, judgment, and thoughtful execution.