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Thoughts on AI, machine learning, and building systems that work in production.

Building Production-Grade RAG Systems: Lessons from the Trenches

After deploying RAG systems that handle millions of queries, here's what I've learned about making them reliable, fast, and actually useful.

How I built a system where AI agents collaborate to solve complex problems - from architecture decisions to production deployment.

Research-backed strategies for building fairer AI systems in recruitment, based on my published work and industry experience.

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