Software developer → AI engineer

Making sense of
intelligent systems.

I'm Nigel Jaure — a developer learning in public as I move deeper into AI engineering. This is where I share the things I'm building, breaking, and figuring out.

01 / The journey

Notes from the edge.

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01

Attention is all you need — notes from a first pass

A practical walk through queries, keys, values, and why attention changed the shape of modern language models.

transformersmath
02

Shipping a small RAG system

What I learned building a tiny retrieval-augmented generation system instead of reaching for a framework first.

RAGshipping

02 / The lab

Things I'm making.

Explore the lab ↗

03 / Say hello

Let's build something
worth understanding.