Teaching

I enjoy teaching and mentoring students, especially by breaking complex ideas down to their first principles and building intuition from the ground up. I was a teaching assistant for Machine Learning at Cornell University, and I like making notes and videos that connect the math to practical ML systems.

Videos

• Neural Networks from Scratch series, part 1
• Neural Networks from Scratch series, part 2
• Neural Networks from Scratch series, part 3

Notes and Guides

• Diffusion models notes
• MLE and Theoretical Deep Learning Guide