I'm a first year DPhil student interested applying geometric deep learning methods to binding affinity prediction. Specifically, I'm interested in how to best represent a molecule interacting with a protein and developing methods to improve the generalisability of binding affinity models.

Small molecule drug discovery, and machine learning.