Building systems with
rational optimism

Hi, I'm Muhammad 👋

A product-minded software engineer with strong enthusiasm for AI, focused on the intersection of technology, business and science turning ideas into products that elevate human experience.

In this website, I publish ideas, lessons, and experiments openly to support communities that spread knowledge.