Alexandra Sidorova
MTS Software Development Engineer at AMD
Dubai, Dubai, United Arab Emirates
Summary
🤩
Rockstar🎓
Top SchoolAlexandra Sidorova is a software engineer specializing in deep learning inference and JIT compilation, with 7 years of experience accelerating models on x86-64, ARM and RISC-V platforms. She spent over five years on Intel’s OpenVINO CPU Plugin and Snippets teams, where she implemented and optimized operators, added dynamic-shape support, and helped JIT-compile subgraphs to speed up transformers, Stable Diffusion and Whisper pipelines. As a GSOC 2024 mentor she led efforts to port and optimize OpenVINO for RISC-V vector extensions, and she has hands-on experience writing JIT kernels with Xbyak and RVV-targeted elementwise kernels. Now at AMD, she contributes to open-source compiler work to maximize inference performance on data-center GPUs, blending low-level assembly-minded optimization with graph-compiler design. A master’s-trained applied mathematician based in Dubai, she pairs deep systems-level expertise with a taste for clever, register-level hacks (as her playful GitHub bio hints).
8 years of coding experience
3 years of employment as a software developer
Bachelor's degree, Information Technology, 5, Bachelor's degree, Information Technology, 5 at State University of Nizhni Novgorod named after N.I. Lobachevsky (UNN)Master's degree, Applied Mathematics and Informatics, Master's degree, Applied Mathematics and Informatics at Нижегородский Государственный Университет им. Н.И. Лобачевского (ННГУ)
Github Skills (69)
transformers10
opencv10
recommendation-system10
diffusion-models10
mxnet10
tensorflow-lite10
deep-learning10
tflite10
dgl10
caffe10
llm-inference10
ai10
generative-ai10
paddlepaddle10
computer-vision10
Programming languages (11)
Github contributions (5)
Alexandra-Sidorova/mp1-practice
Sep 2018 - Jun 2019
Репозиторий для сдачи практических заданий по курсу Методы программирования
Contributions:91 PRs, 188 pushes, 53 branches in 8 months
a-sidorova/openvino
Jul 2020 - Aug 2025
OpenVINO™ Toolkit repository
Contributions:55 reviews, 55 PRs, 2264 pushes in 5 years 2 months
openvino
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.