Zoya Maslova
Artificial Intelligence Engineer at СБЕР
Nizhny Novgorod, Nizhny Novgorod Oblast, Russia
Summary
🤩
Rockstar🎓
Top SchoolZoya Maslova is an Artificial Intelligence Engineer with 7 years of experience building and maintaining large-scale AI benchmarking and deployment infrastructure. She has advanced expertise in CI/CD, containerization, and orchestration (Jenkins, GitHub Actions, Docker, Kubernetes, Helm) and has instrumented benchmark frameworks supporting 800+ models across multiple DL frameworks and hardware backends. At Intel and YADRO she automated large fleets of machines, added CUDA/ARM support and integrated ONNX Runtime and TensorRT for high-performance inference testing, contributing to a peer-reviewed RSD paper. Now at СБЕР she continues to apply this blend of systems engineering and ML tooling to production AI workflows. Colleagues rely on her pragmatic approach to make complex benchmarking reproducible and observable, including custom monitoring, nightly pipelines and Mattermost-driven reporting. Her background in computer vision and embedded optimization gives her a practical edge when tuning models for constrained or heterogeneous hardware.
7 years of coding experience
11 years of employment as a software developer
Master's degree Фундаментальная информатика и информационные технологии, Master's degree Фундаментальная информатика и информационные технологии at State University of Nizhni Novgorod named after N.I. Lobachevsky (UNN)
Русский, English
Github Skills (69)
transformers10
recommendation-system10
annotations10
diffusion-models10
datasets10
pruning10
deep-learning10
coco10
gpu10
compression10
dgl10
caffe10
labeling10
bounding-box10
imagenet10
Programming languages (3)
Github contributions (5)
zmaslova/dl-benchmark
Dec 2022 - Jan 2023
Deep Learning Inference benchmark
Contributions:87 reviews, 4 commits, 73 PRs in 20 days
caffe2deep-learning-inferencebenchmarkingdeep-learninginference-benchmark
YADRO-KNS/dl-benchmark
Jan 2023 - Feb 2023
Deep Learning Inference benchmark. Supports Intel® Distribution of OpenVINO™ Toolkit, Intel® Optimization for Caffe and Intel® Optimization for TensorFlow
Contributions:13 reviews, 10 commits, 17 PRs in 1 month
benchmarkingdeep-learning-inferencedeep-learninginference-benchmarkopenvino-toolkit
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