[May.2024-May.2027] University of Glasgow | Research Fellow | Statistics & Data Analytics | School of Mathematics and Statistics
[Sep.2022-May.2024] University of Cambridge | Research Associate | Computational Statistics and Machine Learning Group | Department of Engineering
[Jul.2021-Sep.2022] The Alan Turing Institute | Research Associate | Data-Centric Engineering
[Sep.2016-Jun.2021] University of Sheffield | PhD Student (2016-2019) Research Assistant (2019-2021) | Dynamics Research Group | Department of Engineering
Research Fellow in machine learning for physical systems. Particularly tools to encode structure (via domain knowledge) into data-driven models. Mostly to monitor and simulate machines/infrastructure, by utilising telemetry data.
Applications have included planes, trains, automobiles (.. wind turbines). By encoding domain expertise into statistical models, complex representations can be built from interpretable units, increasing the value of sensing and fusing physics with data.
I’m a communications editor for the Data-Centric Engineering journal and a Visiting Research Fellow at Cambridge University. I was on the Early-Career Academic and Professionals Panel (2021-2023) in the Cambridge Centre for Smart Infrastructure and Construction (CSIC).
