March 2019 - July 2019: Visiting researcher at NCBS, Bangalore, India.
12 December 2018: Talk at the Simons Centre for the Study of Living Machines at NCBS
Past Academic Projects and Awards
We study "Whirligig" beetles in motion on the surface of water, via laboratory data provided by Dr Shashi Thutupalli (NCBS, India).
The data was processed using a minimum-cost flow network formulation to reconstruct (improved) individual trajectories for each beetle (see below). Then we invesitgate the motility of the beetles in relation to the number density of observed, for which we recover a sharp transition of high motility and low density to low motility and high density, as well as results on beetle "separations". We aim to follow on from this work by modelling the system, investigating the behavioural strategies of the beetles using Inverse Reinforcement Learning, and conducting new experiments.
Machine Learning (CS342) Report, Kaggle 2018 Data Science Bowl on cell segmentation
"Information Theory and Statistical Mechanics", BSc mini-project, supervisor: Professor John Gough, Aberystwyth University.
Colin Easthope Award - Outstanding performance 2016-2017
IMA Award - Highest mathematics graduate attainment 2016-2017
Mike Jones Memorial Prize - Highest mathematics undergraduate attainment 2015-2016
University of Warwick
MSc Mathematics of Systems Distinction
BSc Mathematics and Physics 1st class
Machine Learning, Collective Phenomena
Programming, guitar, cycling, hiking
Personal Site: devereux.io