About me

I am a Ph.D. candidate in the Oxford Applied and Theoretical Machine Learning Group, part of the Computer Science Department at the University of Oxford, under the co-supervision of Yarin Gal at the university of Oxford and Debora Marks at Harvard University. I am currently visiting the Marks lab in Boston. I am interested in machine learning application to computational biology, specifically the use of protein language models as tools for generative protein design. This involves the development a new methods and network architectures for the specific problem at hand as well as the validation of these methods. I have worked with Pascal Notin on ProteinNPT, a new architecture for supervised prediction of protein fitness prediction. I have also partake in the wider Marks lab effort ProteinGym, the most extensive collection of deep mutational scans, setting the most accurate benchmark of language models as fitness predictors.

I obtained my BEng in Biomedical Engineering at Imperial College London and my MPhil in Computational biology at the university of Cambridge, my master’s thesis was supervised by Bianca Dumitrascu

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