Projects
Research projects and implementations from my CV, with short writeups on the question, method, and current direction.
Completed
Substitutability-Based Grammar Induction
A grammar induction project that looks for structural equivalences in shared contexts rather than relying on token frequency.
Black-Box Adversarial Attacks on Text Embeddings
An investigation into whether evolutionary search can exploit text embedding spaces without gradient access.
completed
Transformer Implementation from Scratch
A decoder-only transformer implemented in pure JAX, with explicit parameters, manual gradients, and no high-level neural network framework.