About me

About me

2025, Jul 02    

Contents

Get in touch

Get in touch via email or LinkedIn.

Work

I’m building a startup Blur Labs! We are building open-source AI foundation models for image reconstruction. Powering the next generation of faster, cheaper imaging devices.

Interested in imaging? Follow us on LinkedIn or get in touch with me.

Blur Labs is based in Paris and proudly supported by Inria Startup Studio.

Research

I was a PhD researcher at the University of Edinburgh, supervised by Prof Mike Davies.

I design deep learning algorithms for solving real-world inverse imaging problems where we rarely have ground truth, such as accelerating medical imaging or higher resolution Earth observation.

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.

Software

I am a lead maintainer for DeepInverse, the Python library for imaging with deep learning.

I’m open to freelance work! Check out my project portfolio.

Publications

Workshops & Conferences

Also see conference oral presentations above.

  • 18-04-2025 | Seminar (recording) | “Learning to solve imaging inverse problems without ground truth”, Institute for Foundations of Machine Learning, University of Texas at Austin.

  • 16-04-2025 | Tutorial | “DeepInverse: a PyTorch library for imaging with deep learning”, ISBI, Houston, Apr 2025.

  • 25-02-2025 | Seminar (recording) | “Equivariant imaging with groups of real-world transforms”, Maxwell Institute for Mathematical Sciences, Edinburgh.

  • 19-12-2024 | Lightning talk | “Learning to reconstruct accelerated dynamic MRI without ground truth”, International Workshop on Mathematical Imaging and AI Algorithms, IPTA 2024, University of Strathclyde, Glasgow.

  • 04-12-2024 | Seminar | “Learning to solve imaging inverse problems without ground truth”, Edinburgh Vision, University of Edinburgh.

  • 10-06-2024 | Lightning talk | “Perspective-Equivariant Imaging: an Unsupervised Framework for Pansharpening”, Maths4DL Geometric Deep Learning workshop, University of Cambridge.

🏞️🏞️🏞️

Activism

I’m an activist and campaigner for better access to nature and the outdoors for everyone.

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

I’m on the board of National Trails UK, a national charity championing and campaigning for National Trails across the UK.

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

Writing

Speaker