I am a PhD student in Pure Mathematics and Mathematical Statistics at the University of Cambridge, supervised by Prof. Sergio Bacallado.

My research lies at the intersection of pure mathematics, statistics, and machine learning. I am currently interested in understanding in-context learning in transformers -- in particular on when and under which conditions we can guarantee it will happen. I am also interested in Prior-Data Fitted Networks (PFNs) and their theoretical guarantees.