About
Working at the intersection of machine learning, optimisation, nonlinear dynamical systems modelling and analysis.
Research
Research groups
Research interests
- Deep learning
- Bayesian machine learning and optimisation
- Computer vision, image and signal processing
- Nonlinear data-driven modelling and control
Publications
Biography
Graduated in 2012 from the University of Bath with a MEng in Mechanical Engineering. Worked as a Research Assistant at the University of Surrey on Active Suspension and Stability Control Systems in collaboration with Jaguar Land Rover. Then did a PhD in Structural Health and Condition Monitoring at the University of Sheffield (Dynamics Research Group) using Outlier Analysis, Novelty Detection and Robust Statistical Methods, including Signal Processing. Since, September 2022 I have been working at the University of Southampton on projects related to Deep Learning, Machine Learning, Bayesian Optimisation, Image and Signal Processing.