About me

I am a Senior Researcher at Orbital Materials, where I work on building 3D atomistic foundation models to accelerate new discoveries in Materials Science. I am a main author on the Orb-v2 and Orb-v3 papers, and a primary contributor to the open-source orb-models package.

Prior to working at Orbital Materials, I completed a PhD in Machine Learning at School of Informatics Edinburgh, where I was supervised by Michael Gutmann. My publications focused on learning and sampling deep energy-based models, but the methods we developed could also be applied to mutual information estimation and Bayesian inference.