Hi, Im Pierce Freeman a machine learning researcher and systems engineer by background, now working as a founder and product builder. I studied at Stanford and currently live in San Francisco, where I explore the intersection of AI, engineering, and entrepreneurship. On this blog, I share deep-dives into machine learning research, system design, and the practical realities of building scalable, AI-powered products. Whether it's experiments with new tools, thoughts on startup life, or lessons from the trenches, this space captures what Im learning and building in real time.