Hui Guo
CA, China
Summary
🤩
RockstarHui Guo is a Machine Learning Engineer with a decade of experience building production-ready ML systems and research-driven NLP solutions, currently based in Sunnyvale and working at Quora. She holds a PhD in Computer Science from NC State, where her award-winning research spanned software security, data mining, and NLP—projects included HIPAA breach analysis, app-review event extraction, and value-preference modeling. Hui pairs deep research expertise (LSTM, TensorFlow, embeddings) with hands-on engineering: she contributes to PyTorch, improving static runtime, adding native ops, and automating view-operation generation for a widely used ML framework. Her background bridges academia and industry—from EY’s AI legal-document work to maintaining databases and teaching—giving her a strong mix of production engineering, experimental rigor, and pedagogy. Colleagues describe her as methodical and pragmatic, able to translate complex research into reliable, debuggable code used at scale.
10 years of coding experience
Github Skills (10)
pytorch10
machine-learning10
tensor10
python10
jit9
neural-network9
deep-learning9
c-language8
cprogramming-language8
autograd7
Programming languages (4)
Github contributions (5)
pytorch/pytorch
Dec 2020 - Jun 2022
Tensors and Dynamic neural networks in Python with strong GPU acceleration
Role in this project:
ML Engineer
ML EngineerContributions:169 reviews, 91 commits, 82 PRs in 1 year 6 months
Contributions summary:Hui's primary contribution involves enhancing the static runtime environment within the PyTorch framework. They developed scripts to auto-generate view operations, streamlining the integration of new functionalities. Furthermore, they added new native operations and resolved test case issues, improving the stability and completeness of the system. Their work also extended to improving logging capabilities and adding support for specific JIT prim ops.
pythongpu-accelerationdeep-learninggpunumpy
huiguoo/pytorch
Apr 2022 - Jun 2022
Tensors and Dynamic neural networks in Python with strong GPU acceleration
Contributions:36 pushes, 8 branches in 1 month
pythongpu-accelerationdeep-learninggpuacceleration
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.