This site is being revived as a public record of my work and learning.

Expect:

• Weekly notes — what I studied, built, and got wrong.
• Posts — deeper writeups on transformers, inference, and systems.
• Projects — code, experiments, and reproductions.

Current focus: understanding large language models from the math to the metal.