Sofya Dymchenko

PHD Student at Inria

Grenoble, Auvergne-Rhône-Alpes, France
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Summary

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Senior
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Sofya Dymchenko is a PhD student in Informatics at Université Grenoble Alpes with eight years of experience at the intersection of mathematics, machine learning, and computational methods. Her research and internships span optimal transport, mesh adaptation, and generative deep learning for speech enhancement and personalized noise redaction, reflecting a strong blend of theoretical and applied skills. She has a track record in teaching and curriculum design—winning a Best Course award for an "Introduction to Python" class she organized and open-sourcing all course materials for broad reuse. Comfortable moving between research and hands-on implementation, she has contributed to projects at Inria, Skolkovo, Huawei and the Higher School of Economics. Based in Grenoble, she leverages a dual background in mathematics and computer science to tackle complex numerical and ML problems. Notably, she combines rigorous academic training with practical teaching experience, making her well-suited for research roles that value reproducibility and pedagogy.
code9 years of coding experience
bookDoctor of Philosophy - PhD, Informatics, Doctor of Philosophy - PhD, Informatics at Université Grenoble Alpes
bookMaster's degree, Mathematics and Computer Science, Master's degree, Mathematics and Computer Science at Skolkovo Institute of Science and Technology
bookMaster's degree, Mathematics and Computer Science, Master's degree, Mathematics and Computer Science at Higher School of Economics
languagesFrench, English
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Github Skills (57)

segmentation9
image-segmentation9
image-augmentation8
object-detection8
python8
image-processing8
image-classification7
machine-learning7
deep-learning6
pde-solver6
chrome-extension6
caldav6
gnu5
convex-hull5
3d5

Programming languages (4)

C++JavaScriptJupyter NotebookPython

Github contributions (5)

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svdcvt/svdcvt.github.io

Jul 2022 - Jun 2026

My webpage
Contributions:95 pushes in 3 years 11 months
webpage
Contributions:44 commits, 44 pushes in 1 month
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