Tobias Liaudat

Research Scientist at Commissariat a l'Energie Atomique et aux Energies Alternatives

Paris, Ile-de-France
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Summary

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Senior
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Tobias Liaudat is a research scientist based in Paris with around a decade of experience at the intersection of inverse problems, imaging and machine learning, currently working on ESA missions (Euclid and LISA) at CEA Saclay. He holds a PhD in Physics/Applied Mathematics from Université Paris-Saclay and has moved between high-profile research roles including a postdoc at UCL and teaching at École Polytechnique. His work blends signal and image processing, optimal transport, sparsity and neural methods to tackle practical problems like PSF modelling for weak lensing and large-scale radio-interferometric reconstruction. Comfortable both in theoretical development and scalable implementation, he has a track record supervising students and building production-ready pipelines for big scientific data. A multilingual engineer by training (Buenos Aires and France) with strong academic distinctions, he brings a rare combination of astrophysics domain expertise and modern ML/optimization tooling to mission-scale imaging challenges.
code10 years of coding experience
bookDoctor of Philosophy - PhD, Physics / Applied Mathematics, Doctor of Philosophy - PhD, Physics / Applied Mathematics at Université Paris-Saclay
bookEngineer's degree (Télécom Bretagne), General Engineering, Specialization in Image Processing, 3.90/4.00, Engineer's degree (Télécom Bretagne), General Engineering, Specialization in Image Processing, 3.90/4.00 at IMT Atlantique
bookMaster Recherche 2 SISEA, Image Processing, Ranked 1st of all the master students., Master Recherche 2 SISEA, Image Processing, Ranked 1st of all the master students. at Université de Rennes I
bookAdvanced International Certificate of Education ( AICE ), AS Level Cambridge International Examinations, Advanced International Certificate of Education ( AICE ), AS Level Cambridge International Examinations at University of Cambridge
bookBachelor's degree, Humanities and Social Sciences, 8.67/10, Bachelor's degree, Humanities and Social Sciences, 8.67/10 at St. Luke's College
bookEngineer's degree, Electronics Engineering, 9.23/10, Engineer's degree, Electronics Engineering, 9.23/10 at Universidad de Buenos Aires
languagesSpanish, English, French
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Github Skills (69)

image-processing10
diffusion-models10
computed-tomography10
inverse-problems10
mri10
wavefront10
plug-and-play10
super-resolution10
data-driven9
measurement9
deep-learning9
realms9
atom-plugin9
sketchup8
pipeline8

Programming languages (4)

SCSSAGS ScriptJupyter NotebookPython

Github contributions (5)

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tobias-liaudat/ClassG_amp

May 2019 - Sep 2019

Design of a Class G audio power amplifier and 2 switching mode power supplies
Contributions:2 PRs, 185 pushes, 1 branch in 3 months
suppliesmidipower-modeaudioamplifier
My personal website
Contributions:1 release, 4 PRs, 82 pushes in 5 years
reactnextjs
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Tobias Liaudat - Research Scientist at Commissariat a l'Energie Atomique et aux Energies Alternatives