Evgenii Shchagin

Machine Learning Engineer at Moscow Institute of Physics and Technology (State University) - MIPT, Phystech

Moscow, Moscow City, Russia
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Summary

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Senior
🎓
Top School
Evgenii Shchagin is a Machine Learning Engineer with nine years of experience building computer vision, LLM and agentic pipelines end-to-end—from model design and training to production deployment. He has practical autonomy-vehicle and robotics expertise, having implemented DINO-WM for robotic navigation, researched foundation models like ViNT and NoMaD, and integrated perception models into ROS pipelines with Python, C++ and TensorRT. Evgenii accelerates experimentation and training at scale (e.g., 4–5x speedups using NVIDIA DALI) and has hands-on experience in data collection, cluster setup and hyperparameter tuning. An active member of the AI community, he contributes to open source, speaks at conferences and balances research with product-focused engineering. He combines rigorous academic training from MIPT with a pragmatic track record in industrial CV and autonomy projects, and maintains side projects that hint at ongoing PhD-level research interests.
code10 years of coding experience
job5 years of employment as a software developer
bookBachelor's degree, Applied Mathematics and Computer Science, Bachelor's degree, Applied Mathematics and Computer Science at Московский Физико-Технический Институт (Государственный Университет) (МФТИ)
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Github Skills (37)

segmentation9
image-segmentation9
data-augmentation9
segformer8
data-processing8
semantic-segmentation8
imagenet8
image-processing8
transformers7
pytorch7
high-resolution7
audio-processing7
computer-vision7
paddle7
image-augmentation7

Programming languages (5)

C++DIGITAL Command LanguageJupyter NotebookPythonCuda

Github contributions (5)

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evgeniishch/edu_projects

Oct 2016 - Mar 2018

Contributions:38 commits, 35 pushes, 1 branch in 1 year 5 months
evgeniishch/ml-dist-mipt

Sep 2023 - Oct 2025

Contributions:52 pushes, 3 branches in 2 years 1 month
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