Backpropagation From Scratch
A Shorthand That Actually Sticks
Latest articles
Type-Safe ML Configs with Hydra + Pydantic (Step by Step)
A practical, reproducible pattern for managing ML configurations: Hydra for composition & overrides, Pydantic for validation & type safety.
Automated labeling and why you should care!
Don't let new classes break your old ones
Never Miss a Day Again: Automate Your GitHub Streak with Actions
Gentle introduction to github actions
uv: Modern python package manager
How fast is it?!
Starting and stopping ec2 instances
Stop wasting time with the AWS web console
Multithreading in python.
Can this thing go any faster?
Experiment tracking with ClearML and Hydra
Start writing reproducible ML experiments.
My docker image for IOT device is huge!
Optimizing docker images for Balena cloud.
