I'm a postdoc in Pearse Keane's group at UCL Institute of Ophthalmology, working on machine learning for retinal image analysis.
I'm interested in efficient training of high-performance "foundation models", automatic detection of eye disease, developing tools for retinal image analysis (e.g. quantifying choroidal metrics from OCT B-scans), and looking at ocular imaging biomarkers for systemic disease ("oculomics"). I’m also interested in the broader application of machine learning to biomedical data (e.g. electronic health records, cell microscopy, ECGs, etc.) and in developing new machine learning methods that address specific challenges in biomedical applications.
Previously, I was a PhD student in the CDT Biomedical AI at the University of Edinburgh supervised by Prof. Miguel O. Bernabeu and Prof. Amos Storkey. Before coming to Edinburgh, I completed an MSc in Business Administration (Humboldt University Berlin) and a BA in Philosophy, Politics and Economics (University of Oxford), and some internships in management consultancy (BCG), data science consultancy (BCG GAMMA) and at some startups.
Thanks to Jack Turner and Chenhongyi Yang for the website template.