Research Focus
Early-career researcher with the AI for Environmental Risk CDT at the University of Cambridge. I explore the opportunity for large ocean datasets to inform us about the future of marine ecosystems. In pursuit of interpretable, robust, and ultimately useful research outputs to guide policy and conservation interventions.
Education
PhD Researcher
2023 - PresentUniversity of Cambridge
Supervisor: Dr Oscar Branson
Quantitative meta-analysis of calcification rates under climate change; habitat and species distribution modelling using global climatologies; cutting-edge remote sensing of shallow-water ecosystems; data accessibility and campaigning for FAIR practices.
MRes AI for Environmental Risk
2022 - 2023University of Cambridge
First Class Honours with Distinction
Predicting hurricane damage using multimodal machine learning; pilot project of learning relationship between environmental data and distribution of coral reefs of the eastern coast of Australia.
BSc Physics
2018 - 2021University of Bristol
First Class Honours with Distinction • 86% Average • Norman Thompson Project Prize for best final-year project in the cohort
Professional Experience
AAUS Scientific Diver
Summer 2024Bermuda Institute of Ocean Sciences
- • Fully-qualified American Academy of Underwater Sciences (AAUS) Scientific Diver
Research Internship
Summer 2024Bermuda Institute of Ocean Sciences
- • Applied physical and machine learning models to map fractional cover of shallow-water benthic ecosystems
- • Utilized high-resolution hyperspectral aerial imagery for ecosystem mapping
- • Developed novel approaches for marine habitat classification
Machine Learning Internship
Summer 2022Oxehealth
- • Improved machine learning classification and localisation capability through data augmentation
- • Conducted analysis of product performance across the company's clients
- • Investigated edge cases and model robustness in healthcare applications
PADI Divemaster
Blue Season Bali Career Development Centre
- • Organised and led diving expeditions as a qualified PADI Divemaster
- • Gained hands-on experience with marine ecosystems and conservation
- • Developed leadership and safety management skills
Teaching Experience
Academic Tutor
Downing College Cambridge
Teaching planetary physics and climate change for ages 15-18
Supervision
University of Cambridge
Leading small group sessions (up to 3 students) for Quantitative Environmental Science (second-year undergraduate) and Data Science and Advanced Machine Learning (MRes)
Demonstration
University of Cambridge
Part II Computing for Earth Sciences (third-year undergraduate) and Quantitative Environmental Science. Facilitating coding improvement and translating physical concepts into code
Technical Skills
Fluent
Experienced
Leadership & Service
Writer for Reefbites
International Coral Reef Society's early career science communication blog
2025 - Present
Virtual Experience Project Lead
Climate Informatics 2024 - Programme Committee and submission reviewer
2023 - 2024
Club Captain
University of Cambridge Triathlon Club
2023 - 2024
President
Chaos - Award-winning Departmental Physics society (~1000 members)
2020 - 2021
Recent Publications
"Persistence of coral reef structures into the 21st century"
C. Cornwall, O. Timmerman et al. (2025)
In review: Review paper and quantitative meta-analysis, Nature Reviews Earth & Environment
"Exploring Multimodal AI beyond vision and language"
Journal article co-authorship (2024)
In review: Review and horizon scan, Nature Machine Intelligence
Best Poster Award
Reef Conservation UK, London (Dec 2024)
"Past, present, and predicted environmental suitability of the world's reefs"
Interests
Environmental Leadership: Founded environmental group, led university-wide climate action assembly, removed single-use plastics from catering
Science Communication: Activities at Cambridge Festival 2024, Reefbites writer
Outdoor Activities: Wild swimming, bike-packing, freediving, triathlon
Languages: French (B2)
Innovation: Entrepreneurship, co-ran student-led minimal waste food co-operative