Cheng Luo
CPU DESIGN&VERIF Specialist at Nuclei System Technology Co.,Ltd. (芯来科技）
China
Summary
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RockstarCheng Luo is a CPU design and verification specialist with over five years focused on CPU implementation and optimization at Nuclei System Technology, following nearly a decade of SoC and digital front-end engineering at Intel and Infineon. He brings practical experience translating ML inference primitives into performant CPU code, contributing reference implementations and a Python API for MulticlassNms and MatrixNms in the widely used OpenVINO toolkit. Comfortable across hardware-oriented verification and backend software, Cheng bridges silicon-aware design with ML inference deployment. His work shows a rare combination of hands-on CPU optimization and user-facing tooling that helps move models from prototypes to production on CPU targets.
5 years of coding experience
9 years of employment as a software developer
Github Skills (13)
machine-learning10
c-language10
inference10
cprogramming-language10
ai10
openvino10
python9
apidoc9
deeplearning-ai9
api9
deep-learning9
computer-vision9
nlp8
Programming languages (3)
Github contributions (5)
openvinotoolkit/openvino
Mar 2021 - Dec 2022
OpenVINO™ is an open-source toolkit for optimizing and deploying AI inference
Role in this project:
Back-end Developer & ML Engineer
Back-end Developer & ML EngineerContributions:533 reviews, 60 commits, 110 PRs in 1 year 9 months
Contributions summary:Cheng's commits primarily focus on implementing reference implementations for the MulticlassNms and MatrixNms ops, indicating a strong involvement in the back-end logic of the OpenVINO toolkit. Their work also includes the development of a Python API for these operations, suggesting a role in making the functionality accessible to users. Furthermore, contributions to the CPU implementation and optimization, along with integrating into the larger context of inference, demonstrates significant engineering skill and proficiency in ML areas.
inference-enginepytorchmodel-optimizerdeep-learninggpu
luo-cheng2021/ov.cpu.llm.experimental
Sep 2023 - Oct 2024
ovLLM
Contributions:6 reviews, 5 PRs, 47 pushes in 1 year 1 month
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