Zhanghuihong Guan
Software Engineer at NetSuite
Waterloo, Ontario, Canada
Summary
🤩
Rockstar🎓
Top SchoolZhanghuihong Guan is a software engineer based in Waterloo with seven years of experience building backend systems, refactoring legacy code, and contributing to high-performance machine learning infrastructure. At NetSuite he modernizes legacy apps, applies SOLID principles and takes ownership of visualization tooling, while earlier roles exposed him to low-level optimization and concurrency fixes at OneFlow—a notable open-source deep learning framework where he ported Python assertions to C++, implemented tensor ops and added logical operators. He combines practical full-stack experience (.NET Core, Entity Framework) with testing and automation skills from industry co-ops, enabling him to move features from concept to production reliably. Known for incremental refactoring and clear stakeholder communication, he improves code quality sustainably rather than through disruptive rewrites.
7 years of coding experience
1 year of employment as a software developer
Bachelor's degree, Computer Science, Bachelor's degree, Computer Science at University of Waterloo
Github Skills (12)
neural-network10
tensorrt10
cuda10
web-framework10
machine-learning10
c-language10
tensor10
deep-learning10
tensorflow10
cprogramming-language10
operation10
python9
Programming languages (6)
Github contributions (5)
Oneflow-Inc/oneflow
Sep 2021 - Dec 2021
OneFlow is a deep learning framework designed to be user-friendly, scalable and efficient.
Role in this project:
Back-end Developer
Back-end DeveloperContributions:48 reviews, 11 commits, 24 PRs in 2 months
Contributions summary:Zhanghuihong primarily contributed to the core functionality of the OneFlow deep learning framework. Their work involved transferring assertions in Python to C++ for the PReLU activation function, improving code efficiency and validation. They also implemented the logical_not operator, enhancing the framework's capabilities. Furthermore, they made changes to documentation, ensuring accuracy, and refactored tensor operations, increasing usability.
caffe2tensorflowframework-learningchainerdeep-learning-framework
Garfieldgzhh/oneflow-documentation
Sep 2021 - Sep 2021
oneflow documentation
Contributions:8 pushes, 2 branches in 6 days
oneflow
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