About me

About me

2024, Jan 01    

Research

I’m a PhD research student at the Institute for Imaging, Data and Communications at the University of Edinburgh, supervised by Prof Mike Davies.

I’m developing unsupervised ML methodologies for solving inverse imaging problems. These problems appear in many critical imaging scenarios: accelerating medical imaging, higher resolution Earth observation, electron microscopy etc. We rarely have ground truth in the real world - how do we know what a black hole is supposed to look like before ever imaging a black hole - motivating the need for provable unsupervised techniques. My interests include computer vision, inverse problems, unsupervised deep learning, physics-informed ML, compressed sensing, medical imaging and Earth observation.

Check out my CV and Google Scholar.

Publications

Workshops & Conferences

Data Scientist

Check out my project portfolio.

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Activism

I’m an activist for better access to the outdoors for everyone. I founded ESEA Outdoors UK (about), a grassroots community to advocate for better representation, diversity and inclusion in the outdoors.

I’ve also joined the National Trails UK Board as a Trustee, where my interest is in enabling underrepresented and marginalised people to access nature. The UK is facing a triple nature, climate and social crisis and landscapes such as National Trails are crucial for fighting biodiversity loss, improving health and wellbeing and promoting sustainable tourism.

I’m also interested in UK land access rights.

Writing

Speaker