Writing

2024

• Optimizers

  July 29 - 10 minute read

• Building a Transformer From Scratch

  March 24 - 15 minute read

• Building a Mini Neural Network Library: Backpropagation and Autograd

  February 17 - 11 minute read

• ResNet From Scratch

  February 4 - 26 minute read

• Function Approximation with Deep Learning

  January 29 - 9 minute read

• Getting Hands On With Machine Learning: MNIST

  January 8 - 18 minute read

2023

• Overview of Learnings from fast.ai’s Practical Deep Learning For Coders Course

  December 28 - 16 minute read