Visual Explainers
Hard ideas, animated
Manim videos that turn dense concepts — distributed systems, ML internals — into something you can actually see. Teaching is how I prove I understand.
Machine Learning
Gradient Descent, Visualized
Watch the optimizer follow the slope of the loss landscape to a minimum — animated with Manim.
Calculus
Why d/dx sin(x) = cos(x)
A moving tangent traces the cos wave — then the limit-definition proof, step by step.
Coming soon
Machine Learning
But What Is a Neural Network?
The classic visual intro — neurons, layers, and what 'learning' means.
Open →Coming soon
Coming soon
Machine Learning
How an LLM Picks the Next Word
An interactive: type a prompt and watch the next-token distribution.
Coming soon
Machine Learning
How LLMs Work
From next-token prediction to transformers — text, interaction, and video together.