Sofya Dymchenko
PHD Student at Inria
Grenoble, Auvergne-Rhône-Alpes, France
Summary
👤
Senior🎓
Top SchoolSofya 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.
8 years of coding experience
Doctor of Philosophy - PhD, Informatics, Doctor of Philosophy - PhD, Informatics at Université Grenoble AlpesMaster's degree, Mathematics and Computer Science, Master's degree, Mathematics and Computer Science at Skolkovo Institute of Science and TechnologyMaster's degree, Mathematics and Computer Science, Master's degree, Mathematics and Computer Science at Higher School of Economics
French, English
Github Skills (48)
image-processing9
segmentation9
image-segmentation9
image-augmentation8
object-detection8
python8
image-classification8
machine-learning7
albumentations7
deep-learning7
computer-vision7
gnu6
binder6
ubuntu6
sequential5
Programming languages (3)
Github contributions (5)
new-okaerinasai/bwgan_pytorch
Feb 2019 - Mar 2019
Contributions:44 commits, 44 pushes in 1 month
svdcvt/math_python_hse
Aug 2020 - Dec 2021
Contributions:156 commits, 133 pushes, 3 branches in 1 year 3 months
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