My experience

Machine Learning Researcher

July 2024 - now

Huawei, Saint-Petersburg

This is my current role. I enjoy working as a part of a very professional team on image processing and computer vision projects.

Machine Learning Engineer

October 2021 - July 2024 | 3 years

Sarafan Technologies, Saint-Petersburg

This position offered a certain challenge, demanding to generalize from only-computer-vision tasks to general ML, speech processing and more. Working in a small team I learned to be independent and build ML-driven systems from scratch starting from data gathering and ending with feedback collection and gradual improvement.

Computer Vision Developer

January 2021 - August 2021 | 8 months

3DiVi Inc., Chelyabinsk

Developed several projects using C++ and Python with a team. Independently developed and implemented a solution for head-pose calibration problem. Implemented and maintained internal product usage cycle, for customer-side issues identification.

Intern

October 2020 - December 2020 | 3 months

3DiVi Inc., Chelyabinsk

While being at this role, I developed an isolated project in Python, did scientific research to identify most suitable solution and then use available implementation of it to produce deployable module.

C++ Programmer

August 2020 - August 2021 | 1 year

Sonda Technologies, Chelyabinsk

Integrated own implementation of neural network into existing C++ fingerprint verification system. Implementation was used only for inference: learning was performed in TF and then model was converted to custom format

My education

Master's degree at Applied Mathematics

2021 - 2023

ITMO University , Saint-Petersburg

This program is devoted to applicable Machine Learning and Data Analysis. After taking healthcare related specialty I learned a lot about what role data plays in the medical domain. Taking into account the importance of interpretability when using complex algorithms in healthcare, I devoted my master thesis to the comparison of different XAI techniques under the hood of one benchmark.

Bachelor's degree at Computer Engineering

2017 - 2021

South Ural State University, Chelyabinsk

Computer engineering program in the Department of Electronic Computing Machines allowed me to study low-level computer structure, C++ language, processor architectures, networks and Windows/Linux admin tools.