- Awards: Most Promising Award at C4AI's Expedition Aya challenge
- IceNet was nominated for the Arctic Circle's Frederik Paulsen Arctic Academic Action Award
Research Experience
- Current Research Projects: FastNet - Graph Neural Network for medium-range weather forecasting; prompto - open-source software package for reproducible experiments on Large Language Models at scale; Rough Paths - development of Rough Path theory and its applications; IceNet - probabilistic deep learning sea ice forecasting system
- Other Projects: Maya - Multimodal Aya (Cohere For AI's Expedition Aya 2024 project); Reginald - a friendly Turing Slack bot
Education
- PhD in Statistics from the University of Warwick, supervised by Professor Gareth Roberts and Professor Murray Pollock
- Undergraduate: MMath Mathematics degree from the University of Leeds, awarded the Royal Statistical Society Prize
Background
- Research Interests: Applying machine learning to environmental and sustainability problems, end-to-end machine-learning weather forecasting, foundation models for Earth systems
- Professional Field: Statistics and Machine Learning
- Brief Introduction: Currently a researcher at The Alan Turing Institute, focusing on end-to-end machine-learning weather forecasting.
Miscellany
- Personal Interests: Participated in the Maya project, which won an award at C4AI's Expedition Aya challenge; developed a friendly Turing Slack bot named Reginald