I am a Senior Research Engineer at Polygeist interested in all things machine learning, statistics, data science, optimization, and Monte Carlo. In the near past, I developed tools for machine learning, Bayesian inference, and computational statistics by combining concepts and techniques from optimization and Monte Carlo; see here for a recent example. In the more distant past, I worked on Markov processes, numerical methods for the analysis thereof, and applications of control theory to synthetic biology. I have also been writing a book on Markov chains, see here for the latest draft.
PhD in Bioengineering, 2018
Imperial College London
MEng in Biomedical Engineering, 2012
Imperial College London