Maria Korosteleva

Research Engineer at Epic Games

Germany
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Summary

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Senior
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Top School
Maria Korosteleva is a research engineer with 11 years of experience applying geometric deep learning to computer graphics, currently working on virtual humans and garment-structure extraction. She holds a PhD in Computer Graphics from KAIST and has advanced academic and industry research experience from ETH Zürich, Meta Reality Labs, Meshcapade, and now Epic Games. Maria combines rigorous 3D geometry expertise with practical pipeline development—she previously enabled an internal HW-SW data-analysis pipeline for human head processing at Meta. Based in Germany and active in FashionTech, she bridges research and product needs to turn novel algorithms into deployable systems for realistic avatars. Her background in mathematics and system programming underpins a strong analytical approach to solving complex geometry and learning problems.
code11 years of coding experience
job5 years of employment as a software developer
bookLomonosov Moscow State University
bookDoctor of Philosophy - PhD Computer Graphics, Doctor of Philosophy - PhD Computer Graphics at Korea Advanced Institute of Science and Technology
languagesEnglish
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Stackoverflow

Stats
171reputation
14kreached
4answers
15questions
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Github Skills (92)

pose10
datasets10
deep-learning10
computer-graphics10
collaboration10
depth-estimation10
api10
hyperparameter-tuning10
3d-reconstruction10
reinforcement-learning10
data-versioning10
tkinter10
keras10
estimate10
interaction10

Programming languages (4)

C++HTMLJupyter NotebookPython

Github contributions (5)

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Reconstructing garment sewing patterns from 3D point clouds
Contributions:3 reviews, 1368 commits, 4 pushes in 2 years 9 months
3d-reconstructiondeep-learninggarments
A modular programming framework for designing parametric sewing patterns
Contributions:3 releases, 2 reviews, 4 PRs in 1 year 6 months
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Maria Korosteleva - Research Engineer at Epic Games