// Writing

Notes from a curious engineer.

Technical deep dives, things I've learned, ideas I'm exploring, and occasional reminders that software is built by humans.

Practical AI In progress

Hybrid Search vs. Vector Search: When Each One Makes Sense

Embeddings are great at meaning and bad at part numbers. How to combine them with keyword search, and when not to.

Python & Django In progress

Why Django Is Still My Favourite Backend Framework

Batteries included, boring in the best way, and still the fastest route from idea to something reliable.

Mobile & Commerce In progress

Building Mobile Apps with Expo and React Native

Project setup, native modules, maps, and the release workflow that keeps two app stores happy.

Business & Perspective In progress

What Building Startups Taught Me About Engineering

Lessons from founding products: scope, speed, maintenance, and the code you should not write.

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