About me

About me

2024, Jan 01    

Contents

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.

Get in touch if you are interested in computer vision, inverse problems, unsupervised deep learning, geometric deep learning, compressed sensing, medical imaging or Earth observation.

Check out my CV and Google Scholar.

Publications

Workshops & Conferences

Software

I also am a core contributor to the DeepInverse, a PyTorch-based library for solving imaging inverse problems with deep learning. Some recent contributions include:

Data Scientist

Check out my project portfolio.

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Activism

I’m an activist and campaigner for better access to nature and the outdoors for everyone. See below for previous writing and speaking.

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

I’m a Trustee of National Trails UK, where my interest is in enabling underrepresented and marginalised people to access nature.

I’m also interested in the data of UK land access rights.

To learn more about these topics, check out our list of Resources and Substack.

Writing

Speaker

Get in touch

Get in touch via email or LinkedIn.