Ilya Fedorov

Senior Research Scientist at NVIDIA

Zurich, Zurich, Switzerland
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Summary

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Senior
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Top School
Ilya Fedorov is a Senior Research Scientist at NVIDIA with nine years of experience in deep learning, specializing in audio-driven 3D facial reconstruction and emotion modeling. He progressed from internship to senior research roles at NVIDIA, creating Audio2Emotion and contributing to Audio2Face and RLHF projects that bridge audio processing with realistic 3D avatar synthesis. Trained in applied mathematics and computer science at Moscow State University, he combines strong research foundations with practical engineering—having implemented production-ready pipelines for audio-to-visual translation. Earlier work in web scraping, OCR, and instance segmentation shows a versatile toolkit spanning Python, OpenCV, Detectron2, and SentenceBERT. Notably, his career reflects a rapid trajectory of impact within a single industry-leading lab, signaling both deep technical focus and an ability to ship novel multimodal systems.
code9 years of coding experience
job3 years of employment as a software developer
bookMaster, Applied mathematics and computer science, Master, Applied mathematics and computer science at Moscow State University
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Stackoverflow

Stats
114reputation
7kreached
5answers
6questions
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Github Skills (59)

transformers10
pytorch10
language-model10
python10
machine-learning10
seq2seq10
flax10
datasets10
deep-learning10
tensorflow10
speech10
natural-language-processing10
bert10
transformer10
speech-recognition10

Programming languages (2)

Jupyter NotebookPython

Github contributions (5)

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Sorrow321/lips_detector

Aug 2021 - Aug 2021

Contributions:5 commits, 5 pushes, 1 branch in 1 day
Sorrow321/cmc_seminar

Sep 2019 - Nov 2021

Contributions:146 commits, 140 pushes, 1 branch in 2 years 2 months
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Ilya Fedorov - Senior Research Scientist at NVIDIA