Notes on product building and AI

What I learn building products end to end and taking AI from idea to production: what works, what breaks, and how to measure the difference.

The first posts are on the way. Here is what they will cover.

Product building

Taking a product from an idea to real users: what to scope, what to build first, and what to leave out.
Past the demo

Why most AI projects stop at the demo, and how to get past it.
Evaluation

Evaluating a text-to-SQL assistant on 1,000+ real questions.
Fine-tuning

Fine-tuning a medical translation model for Arabic and English.