My research focuses on the application of mathematics and computer science to probability and biological questions.
I have specifically worked on NMR spectroscopy data for my PhD, developing techniques for automatically classifying brain tumour spectra or data-mining this type of data. More recently, I have been working on the reverse-engineering of networks, mostly based on time-series information. This ranges from gene expression, to proteins and neurophysiology data.
On a more fundamental note, I am working with Anastasia Papavasiliou in Statistics on the estimation of parameters for rough differential equations using stochastic Taylor expansions.
I previously worked at St George’s Hospital Medical School (university of London), the university of Sussex and the university of Warwick.
I have spent the last year working for the university of Bristol, at the Bristol Genetic Epidemiology Laboratories, MRC Centre for Causal Analyses in Translational Epidemiology (CAiTE), part of the school of Social and Community Medicine.
I am now working with Sara Kalvala on a compiler for synthetic biology, at the university of Warwick.
For an overview of my work, please have a look at my publications.