A Simple Mental Model for Gradient Descent
A simple mental model for gradient descent using linear regression, loss, derivatives, and step size.
Writing
Blog
Notes from the workbench: software, systems, learning, and the occasional useful detour.
Learning Machine Learning After Years of Backend Engineering
A few habits from systems work that have helped and a few that have needed unlearning.