Journal

Notes from the build floor.

Field notes on AI systems, product details, cloud infrastructure, and the engineering choices behind the work.

Building Semantic Search for Research Papers

A short architecture note on turning dense embeddings, FAISS indexes, and a clean interface into a research discovery loop.

2026-06-18

1 min read

Notes on making AWS Lambda, API Gateway, and a modern frontend feel like a cohesive product instead of a collection of services.

The design rules behind this dark-mode portfolio: restraint, motion with purpose, and cards that earn their glow.