Bo Liu
Machine Learning Engineer at Intel Asia-Pacific Research & Development Ltd
PRC, Zizhu2, China
Summary
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RockstarBo Liu is a Machine Learning Engineer with five years of hands-on experience specializing in deep learning model interoperability and inference deployment. Based in China, he has contributed to OpenVINO—one of the leading open-source toolkits for AI inference—implementing and adapting PaddlePaddle ops (e.g., roi_align, prior_box, swish) across C++ and Python to improve model conversion and runtime correctness. His work focuses on back-end integration, test stabilization, and refactoring, bridging framework-specific semantics into production-ready inference flows. Comfortable operating at the intersection of research frameworks and engineering constraints, he brings practical expertise in making models portable and performant. An attention to subtle operator semantics and automated model generation scripts distinguishes his contributions from typical application-level ML engineering.
5 years of coding experience
Github Skills (9)
paddlepaddle10
c-language10
cprogramming-language10
python10
openvino10
deep-learning9
ai8
computer-vision7
inference7
Programming languages (1)
Github contributions (5)
openvinotoolkit/openvino
Aug 2021 - Jun 2022
OpenVINO™ is an open-source toolkit for optimizing and deploying AI inference
Role in this project:
Back-end Developer
Back-end DeveloperContributions:232 reviews, 18 commits, 45 PRs in 10 months
Contributions summary:Bo's contributions primarily involve implementing and converting PaddlePaddle (a deep learning framework) operations within the OpenVINO toolkit. They focused on adapting PaddlePaddle models, such as those utilizing the `prior_box`, `exp`, `stack`, `slice`, `greater_than`, `less_than`, `gather`, `floor`, `roi_align`, `sqrt`, and `swish` operations, to the OpenVINO framework. The changes include code modifications in C++, Python, and model generation scripts. They also addressed related issues such as test failures and code refactoring.
inference-enginepytorchmodel-optimizerdeep-learninggpu
liubo-intel/openvino
Apr 2021 - Mar 2025
OpenVINO™ Toolkit repository
Contributions:1 PR, 321 pushes, 80 branches in 3 years 11 months
pytorchdeep-learninggpuopenvino-toolkitcomputer-vision
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