Personal profile
Research interests
I'm interested in applying technology to help people and the planet.
Thus far I've largely been working to improve healthcare:
- HIV diagnostics at Cambridge
- Novel anaesthetics drug delivery and medic training at Cardiff
- 4D imaging and biomaterials for tissue regeneration at Imperial
- Routine CT scans (3D imaging) and AI for disease screening at Bath. A spin out company of this tech I developed has now been formed (IngeniumAI) and I am the company's CEO.
Since 2021 I've been PI or Co-I on UKRI grants worth £1.4M+.
Here at Bristol I'm using machine learning on various projects with a focus on tackling healthcare and the environment problems.
I'm passionate about inclusivity and providing everyone with opportunities, hence outside of the lab I started The Savvy Scientist website to better inform prospective and current PhD students.
Research Groups and Themes
- Intelligent Systems Laboratory
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Enabling fast greenhouse gas emissions inference from satellites with GATES: a Graph-Neural-Network Atmospheric Transport Emulation System
Fillola, E., Santos-Rodriguez, R., Tunnicliffe, R., Clark, J. N., Keshtmand, N., Ganesan, A. & Rigby, M., 5 Mar 2026, In: Geoscientific Model Development. 19, 5, p. 1893-1915 23 p.Research output: Contribution to journal › Article (Academic Journal) › peer-review
Open Access -
Counterfactual Explanations via Locally-guided Sequential Algorithmic Recourse
Small, E. A., Clark, J. N., McWilliams, C. J., Ambler, M., Sokol, K., Chan, J., Salim, F. D. & Santos-Rodriguez, R., 27 Nov 2025, (E-pub ahead of print) In: ACM Transactions on Intelligent Systems and Technology. 28 p.Research output: Contribution to journal › Article (Academic Journal) › peer-review
Open AccessFile7 Downloads (Pure) -
Understanding Climate Legislation Decisions with Machine Learning
Clark, J., Wan, M. & Santos-Rodriguez, R., 16 Dec 2023.Research output: Contribution to conference › Conference Paper
Open AccessFile173 Downloads (Pure)