Cross-Modal Attention for Dust and Sandstorm Forecasting in the Sahel using Surface and Atmospheric Features
My research on combining surface and atmospheric data to forecast dust and sandstorms in the Sahel. SahelWatch is the app for this work.
Research
Research
My research interests are in machine learning and computational science, particularly their uses in healthcare and the environment.
Reinforcement Learning for Antimicrobial Resistance Microscopy Analysis
Using reinforcement learning to decide when to analyse bacterial cultures more closely for signs of antibiotic resistance.
Clinical Text De-identification and Information Preservation
Removing identifying information from clinical records while keeping the medical information useful.
What I’m interested in
I’m interested in computational science and engineering, and in how mathematical models and software can help us study scientific problems. My work so far has focused on machine learning, computer vision, healthcare and the environment.