This is a personal blog for essays, technical notes, and ideas that are worth revisiting. The first draft of this blog took shape in March 2026, and it has been kept updated since then. The site is intentionally simple so the writing can stay at the center.

My work sits at the intersection of asset management and production-grade AI systems for investment workflows. I write about that middle ground: where models help, where deterministic engineering still matters, and what it feels like to build systems that have to work beyond a demo.