Pierce.dev – Bridging ML Research and Systems Engineering

Hey there, I’m Pierce Freeman. I come from a background in systems engineering and machine learning, having studied at Stanford and spent years thinking about how we scale intelligent products. Now I’m a founder, which means I get to do everything from designing architecture to defining product vision. On this blog, I share what I learn along the way — whether it’s unpacking ML papers, writing about backend design patterns, or documenting what it’s like to grow an idea into a startup. If that sounds like your kind of content, welcome.