Blog
Thoughts on AI engineering, full-stack development, and things I've learned building systems.
A practical walkthrough of building a Retrieval-Augmented Generation (RAG) system using LangChain, FAISS, and OpenAI — what worked, what didn''t, and everything I wish I knew before starting.