Hi, I’m Pierce — founder, ML engineer, and systems thinker. This blog is where I share everything I’ve learned (and am still learning) while building AI-powered products from scratch. Expect honest takes on product strategy, infrastructure, machine learning, and the chaos of startup execution. If you're into LLMs, dev workflows, or just want a real perspective on shipping and scaling — you're in the right place.
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