Notes from Building

Write-ups on AI, full-stack development, and the things I break along the way.

Featured Highlights

How I built Smart RAG: PDF chunking, embeddings, cosine search, and a second model that screens every question before the answer model sees it.

Master the fundamentals: Interfaces, Union Types, Type Inference, Reusability, and Optional Properties for safer code.

Learn how to create physics-based, natural animations that respond to user intent with Framer Motion.