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May 4 · 12 min read · I never seriously considered Pinecone for my RAG system. Sounds like a confident engineering decision. The honest version is less impressive — I was building a portfolio project with a few hundred que
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Apr 30 · 10 min read · Every tutorial shows you the happy path. Clone the repo, run the commands, everything works. Real projects don’t work like that. I built an AI-powered interview evaluator using FastAPI, PostgreSQL, pg
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Apr 28 · 9 min read · I trained an ML model to predict employee skill gaps and honestly the first time it ran I expected something rough. Beginner project, synthetic data, rules I’d basically made up with some AI help. So
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Apr 26 · 11 min read · I started building an AI interview evaluator and honestly had no idea how deep it would get. I knew the system needed to evaluate answers based on meaning — not just keyword matching — and somehow pul
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