Featured / Machine Learning
Example: gradient descent, from intuition to implementation
A worked example connecting the geometry of optimization to a small, reproducible implementation of gradient descent.
Read the article ↗A personal notebook on technology
Thinking in systems.
Building with intent.
I'm Mohamed Khachani. This is a space for exploring intelligent systems, thoughtful software, and the mathematics that connects them.
FIG. 001 — EVERYTHING IS CONNECTED
In focus
An idea worth exploringRecent writing
All articles →Example: gradient descent, from intuition to implementation
A worked example connecting the geometry of optimization to a small, reproducible implementation of gradient descent.
Example: a smaller architecture for a lasting technical blog
Why build-time rendering, version-controlled content, and static search make a practical architecture for technical publishing.
Example: test the invariants, not the implementation
A practical checklist for testing a static publication: protect unpublished work, validate navigation, and inspect the generated artifact.
Selected research
Research index →This space is reserved for verified publications. Research notes and references will be collected here as they become available.