Rui Huang
Senior Manager Of Data Science At Walmart
Hangzhou City, Zhejiang, United States
Summary
🤩
Rockstar🎓
Top SchoolRui Huang is a senior data science leader with over a decade of experience applying optimization, operations research, and machine learning to large-scale supply chain and e-commerce problems. He currently leads supply chain optimization for Walmart’s perishable business and has previously driven measurable gains—such as a ~10% pickup in efficiency at Coupang and a 50% reduction in last-mile distance at Wayfair—by translating research-grade algorithms into production. With a Ph.D. from Carnegie Mellon and a strong background in control and optimization from UTC and academia, he blends deep technical rigor (mixed-integer, stochastic programming, NMPC) with hands-on product delivery and team development. Rui is also exploring generative AI, geometric deep learning, LLMs and drug-screening applications, reflecting a curiosity that spans foundational research to practical recommender and decision systems.
5 years of coding experience
19 years of employment as a software developer
Professional Carnegie Mellon UniversityPh.D Chemical Engineering, Ph.D Chemical Engineering at Carnegie Mellon UniversityB.S. (Honored) Control Science & Engineering, B.S. (Honored) Control Science & Engineering at Zhejiang University
English, Chinese
Github Skills (28)
python9
paddlepaddle8
scalability8
deep-learning8
reinforcement-learning8
machine-learning8
industrial8
parallel8
distributed-training8
pytorch7
docking7
neural-network7
tensorflow7
proteins7
graph6
Programming languages (3)
Github contributions (5)
CAODH/SurfDock
Dec 2023 - Mar 2025
Contributions:3 releases, 14 pushes, 3 tags in 1 year 3 months
CAODH/EquiScore
Jun 2023 - Dec 2024
Contributions:19 pushes, 25 comments, 4 issues in 1 year 6 months
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