Available to hire
My main areas of expertise are
- computer vision
- speech processing
- time series analysis
I enjoy reading scientific papers to delve deeply into a topic, while also being pragmatic enough to utilize existing solutions whenever possible.
Experience Level
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Language
Russian
Fluent
English
Fluent
German
Advanced
Work Experience
Deep Learning Engineer at audatic.ai
November 1, 2022 - PresentWorked on speech enhancement for hearing aids using Tensorflow, including target speaker extraction, speech enhancement (denoising), and model compression techniques such as knowledge distillation and low rank factorization.
Machine Learning Specialist at Giant.ai
July 31, 2022 - July 30, 2025Developed humanoid robot tasks like pick and place using reinforcement learning. Focused on perception with autoencoders, contrastive learning, and 3D object pose estimation achieving over 90% success rate. Implemented sensor fusion, created dynamic models improving simulation success rate by 5%, behavioral cloning with above 90% success for various tasks, and improved robot speed by 3.3 times.
Research Scientist (Computer Vision) at Speech Technology Center
April 30, 2020 - July 30, 2025Handled passive face antispoofing tasks including data collection, deep learning model implementation and training with Pytorch, model conversion to C++ compatible format, and front-end demo creation. Led domain adaptation improving HTER by 10%.
Deep Learning Engineer at Upwork
August 1, 2018 - PresentFreelance projects including a successful asthma condition prediction model for the next day with an F1-score above 0.7.
Computer Vision Intern at Neuromation
August 31, 2018 - July 30, 2025Developed a scalable classification system for retail products using image retrieval approach, achieving 96% classification accuracy on unseen classes.
Software Testing Engineer at Various (Deutsche Bank, Yandex, OOO ROLIS)
December 31, 2017 - July 30, 2025Wrote tests in Java and led a team of 3 persons across Deutsche Bank, Yandex, and OOO ROLIS.
Junior Researcher at The Central Astronomical Observatory of the RAS at Pulkovo
December 31, 2010 - July 30, 2025Conducted research in astronomy.
Education
Master at Higher School of Economics & Skoltech
January 1, 2017 - December 31, 2019Specialist at Saint-Petersburg State University
January 1, 2004 - December 31, 2009Master Statistical Learning Theory at Higher School of Economics & Skoltech
January 11, 2030 - August 6, 2025Specialist in Astronomy, Graduated with Honors at Saint Petersburg State University
January 11, 2030 - August 6, 2025Master Statistical Learning Theory at Higher School of Economics, Skoltech
January 11, 2030 - August 26, 2025Specialist Astronomy at Saint Petersburg State University
January 11, 2030 - August 26, 2025Specialist at Skoltech, Moscow, Russia
January 11, 2030 - October 15, 2025Astronomy (Honors) at Saint Petersburg State University, Saint Petersburg, Russia
January 11, 2030 - October 15, 2025Qualifications
Specialist degree in Astronomy (Honors) - Skoltech / Saint Petersburg State University
January 11, 2030 - October 15, 2025Industry Experience
Software & Internet, Healthcare, Manufacturing, Retail, Financial Services, Professional Services, Consumer Goods, Education, Media & Entertainment
Experience Level
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
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