Building systems that make life work better.

I fine-tuned a 20-billion parameter model on my Mac Studio M3 Ultra and took validation loss from 1.85 to 0.79. Here's what I learned about running serious AI workloads on Apple Silicon.

I spend most of my professional life connecting systems that were never designed to talk to each other. After doing this for years, I've lande

Last month I built a full-featured SaaS platform in about 48 hours. Not a landing page. A working application with auth, multi-tenant data isolati

I've been running large language models locally for a few months now, and honestly? I'm not going back to API-only workflows. The Cost

🧠 Context / Why I Did This For the past few months, I’ve been building Steadfast — a personal productivity app that’s been equal parts fun, frustrat

🧠 Context / Why I Did This I've always believed that tools should serve people, not the other way around. And as a developer who's both deep