I am a DPhil student on the NERC UKRI Doctoral Training Programme in Environmental Research, supervised by Philip Stier and Hannah Christensen.
I have an MInf Informatics from the University of Edinburgh which focused on machine learning and data analysis. My DPhil research focuses on evaluating and constraining storm-resolving climate models. I am currently exploring the fractal analysis of high clouds in the tropics in NextGEMS models.
Previous projects
- For my MInf thesis, I studied the prediction of gene essentiality using machine learning and genome-scale metabolic models. I presented the results at FOSBE 2022 which are published here.
- In 2021, I joined IBM as Extreme Blue Technical Leadership intern to design and prototype a mobile application using IBM's Hybrid Cloud technology.
- In 2018, I worked at the European Astronaut Centre as Data Analysis intern researching visualisation methods for the structure of a database of over 12,000 ISS procedures.
Ask me about
Machine learning, Python, regridding issues and rowing.
Research interests
atmospheric physics
clouds
storm-resolving models
machine learning