Pierce.dev – Bridging ML Research and Systems Engineering

My name is Pierce Freeman — a founder who began his career researching machine learning and building distributed systems. Trained at Stanford and working from San Francisco, I use this blog to think out loud about everything from new developments in AI to the hard realities of building a tech company. Each post blends my academic background with my practical experience scaling systems and products. Whether it’s technical architecture, AI strategy, or startup operations, I aim to write with clarity and honesty for people who build.

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