Rui Zhao
Senior Software Engineer at Microsoft
Redmond, Washington, United States
Summary
🤩
Rockstar🎓
Top SchoolRui Zhao is a Senior Software Engineer with over a decade at Microsoft, progressing from SDET roles into senior engineering positions while based in Redmond, Washington. He brings deep practical experience in machine learning engineering, notably contributing to Microsoft Cognitive Toolkit (CNTK) by optimizing the HTKMLFReader and lattice-related sequence training components for more efficient data loading and frame handling. Comfortable at the intersection of testing, system reliability, and model training, Rui has a track record of improving performance-critical infrastructure for large-scale deep learning. Educated at Huazhong University of Science and Technology, he combines enterprise-grade engineering discipline with hands-on open-source contributions that tangibly improve ML training pipelines.
10 years of coding experience
Huazhong University of Science and Technology
Github Skills (9)
machine-learning10
c-language10
cntk10
deep-learning10
cprogramming-language10
neural-network9
python8
csharp7
dotnet-core7
Programming languages (1)
Github contributions (5)
microsoft/CNTK
Sep 2015 - May 2020
Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit
Role in this project:
ML Engineer
ML EngineerContributions:354 commits, 1 PR, 164 pushes in 4 years 8 months
Contributions summary:Rui primarily contributed to the `HTKMLFReader` within the CNTK framework, modifying and extending its capabilities. Their work involved adding support for maximum utterance lengths and frame skipping, indicating efforts to optimize data loading and processing. Additionally, the user made changes to lattice-related functions within the `latticefunctionskernels.h` file, enhancing the functionality of the sequence training components. These changes suggest a focus on improving the efficiency and functionality of deep learning model training within the CNTK framework.
pytorchpythondeep-learningc-plus-plusmachine-learning
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