curious being, trying to understand how machines learn through linear algebra, statistics, calculus. currently exploring artificial intelligence@iiit bangaloreand trying to find a match on bumble.
Selected Projects
Work Experience
Blog
How I Built a Neural Network from Scratch Without Losing My Mind
a structure as complex as neural networks can be reduced to a beautiful matrix multiplications
The Curious Case of Well-Behaved Matrices
initializing weights orthogonally keeps the gradients from vanishing/exploding
The Persistent Orthogonality of Trained Weight Matrices
how are weight matrices stay orthogonal or nearly orthogonal