My professional interests at Datatrie centre on data analysis through advanced signal processing and machine learning. Examples of previous work include: Bayesian models over graphs for network, community, and group analysis; Human-Agent Collectives; multi-agent systems in disaster management; data fusion for sensor management; physiological modelling and biosignal analysis; and fault detection and reliability theory.

Previous collaborators have included the Australian Centre for Field Robotics, the Universities of Nottingham and Southampton, Secure Meters UK Ltd, Imperial College London, the University of Bristol, BAE Systems, QinetiQ, Rolls-Royce plc, University College London, the University of Manchester, and others.