Suslov Alexander
Senior Member Of Technical Staff at Intel Corporation
Dubai, Dubai, United Arab Emirates
Summary
🤩
Rockstar🎓
Top SchoolSuslov Alexander is a Senior Member of Technical Staff based in Dubai with six years of focused experience in computer vision, deep learning, and neural network compression. He has driven applied research and technical leadership at Intel, leading development of OpenVINO compression tools and contributing core TensorFlow support to the Neural Network Compression Framework. His work spans production optimization for embedded vision workloads to post-training and quantization tooling, bridging research prototypes and deployable inference pipelines. Now at AMD, he continues to shape model compression and inference efficiency for real-world systems. An active open-source contributor, he implemented and documented experimental TensorFlow compression components in the well-regarded openvinotoolkit/nncf project. He blends low-level performance engineering with practical tooling that shortens the path from research to optimized deployment.
6 years of coding experience
8 years of employment as a software developer
Нижегородский Государственный Университет им. Н.И. Лобачевского (ННГУ)
Github Skills (6)
compression10
machine-learning10
deep-learning10
tensorflow10
python10
keras9
Programming languages (3)
Github contributions (5)
openvinotoolkit/nncf
Dec 2020 - Jan 2023
Neural Network Compression Framework for enhanced OpenVINO™ inference
Role in this project:
Back-end Developer
Back-end DeveloperContributions:1 release, 2899 reviews, 71 commits in 2 years 1 month
Contributions summary:Suslov implemented and tested components of the Neural Network Compression Framework for TensorFlow (NNCF TF). They created a 'beta' directory for experimental implementations. The user updated existing documentation to reflect the new features. The user's work focused on implementing the core compression framework and related utilities for TensorFlow models.
bertsemantic-segmentationmixed-precision-trainingtensorflowclassification
alexsu52/openvino
May 2023 - Mar 2025
Contributions:29 pushes, 5 branches in 1 year 10 months
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