Polina Brzhezinskaia
Developer at Accenture
Munich, Bavaria, Germany
Summary
🤩
Rockstar🎓
Top SchoolPolina Brzhezinskaia is a developer with 7 years of experience specializing in C++ and ML-inference engineering, currently based in Munich and working at Accenture. She has strong hands-on experience with OpenVINO, contributing to VPU/Myriad support, dynamic-shape APIs, and stability fixes for a widely used open-source AI inference toolkit. Prior roles include developing civil engineering modeling features at Open Design Alliance and an engineering internship at Intel, where she focused on graph algorithms, unit tests, and performance-sensitive bug fixes. Polina blends low-level systems rigor with applied ML deployment expertise, and often works behind the scenes to harden plugins and edge inference components that power real-world AI workloads.
7 years of coding experience
3 years of employment as a software developer
Bachelor's degree, Information Technology, Bachelor's degree, Information Technology at Lobachevsky State University
Github Skills (15)
computer-vision10
optimizer10
deeplearning-ai10
deep-learning10
inference10
optimisation10
openvino10
optimization10
cprogramming-language9
ai9
c-language9
debug8
debugging8
test-automation8
mlops7
Programming languages (4)
Github contributions (5)
openvinotoolkit/openvino
Sep 2020 - Dec 2021
OpenVINO™ is an open source toolkit for optimizing and deploying AI inference
Role in this project:
ML Engineer
ML EngineerContributions:29 reviews, 18 commits, 28 PRs in 1 year 3 months
Contributions summary:Polina primarily contributes to the OpenVINO toolkit, focusing on enhancing and maintaining the VPU (Vision Processing Unit) support within the inference engine. Their commits involve implementing features like bidirectional broadcast mode and fixing issues related to Myriad device, including crashes, conformance test fixes and dynamic shape API support. They also addressed bugs and optimized code related to constant networks and the Myriad plugin's integration with Hetero plugin.
inference-enginepytorchmodel-optimizerdeep-learninggpu
PoliOwl/openvino
Jul 2020 - Jan 2022
OpenVINO™ Toolkit repository
Contributions:167 pushes, 36 branches in 1 year 7 months
pytorchdeep-learninggpuopenvino-toolkitcomputer-vision
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