Engineer. Leader. Founder.

My work spans SaaS platforms, AI systems, web applications and mobile products. I turn complex product requirements into reliable systems while keeping architecture, operational risk and long-term maintainability in view.

I founded and built SpyGlow and Ryterr. Working across product direction, software architecture, implementation and operations has shaped how I approach engineering: the code matters, but so do the decisions around scope, evidence, reliability and how a product behaves after it ships.

I write about the practical engineering choices behind production software, especially where deterministic systems, AI workflows and product judgment meet.