Articles & Insights

Exploring AI engineering, LLMs, and building intelligent systems

Building "Shrag": From Concept to a Production-Grade Personal RAG Chatbot

The engineering journey of building a full-stack Retrieval-Augmented Generation (RAG) system, from a blank Python script to a production deployment.

A look into why I built this site, my philosophy on technology, and what you can expect to find here.