Heads the Scientiﬁc Machine Learning research group at the Rutherford Appleton Laboratory, Science and Technology Facilities Council (STFC-RAL), Harwell. The SciML group focuses on the development and application of machine learning and signal processing techniques for addressing fundamental scientiﬁc problems. Prior to joining STFC- RAL, he was an assistant professor in the School of Electrical Engineering and Electronics and Computer Sciences at the University of Liverpool, and prior to that at the University of Oxford both as a post-doctoral researcher and later as a James Martin Fellow. He has also worked in industry, including MathWorks UK.
His research interests and expertise are on machine learning models, data processing algorithms, and signal processing. He is also a Fellow of the British Computer Society and a senior member of the Institute for Electrical and Electronic Engineers (IEEE). He also serves as an associate editor for the Patterns Journal.