Jingxiao Ma
Machine Learning Engineer at Snap Inc.
Providence, Rhode Island, United States
Summary
👤
Senior🎓
Top SchoolJingxiao Ma is a Machine Learning Engineer and PhD candidate in Electrical and Computer Engineering at Brown University with eight years of experience building ML systems for resource-constrained devices and production ranking. He combines deep academic expertise in approximate computing, EDA, and adaptive/dynamic neural networks with hands-on experience deploying LLM-based enterprise agents and dynamic product ads ranking at Snap. His work spans research and teaching roles at Brown and a summer research internship at Nottingham, where he built interactive computer vision annotation tools—showing a practical bent for turning theory into usable tooling. Jingxiao maintains a strong academic record (4.0 PhD, 3.9 MS) while moving research into industry settings, evidencing an ability to bridge cutting-edge optimization techniques with real-world product constraints. Based in Providence, RI, he is particularly focused on ML optimization strategies that squeeze performance from limited hardware without sacrificing model adaptability. Quietly ambitious, he brings both rigorous evaluation and production-oriented pragmatism to ML problems across research and applied engineering.
8 years of coding experience
Bachelor of Science - BS, Computer Science, 3.82, Bachelor of Science - BS, Computer Science, 3.82 at University of NottinghamMaster of Science - MS, Computer Science, 3.9, Master of Science - MS, Computer Science, 3.9 at Brown UniversityDoctor of Philosophy - PhD, Electrical and Computer Engineering, 4.0, Doctor of Philosophy - PhD, Electrical and Computer Engineering, 4.0 at Brown University School of Engineering
English, Chinese, Japanese
Github Skills (5)
matrix-factorization10
verilog10
java5
ide5
rtl-design1
Programming languages (1)
Github contributions (5)
scale-lab/BLASYS
Jul 2019 - Feb 2022
An Approximate Logic Synthesis Framework based on Boolean Matrix Factorization
Contributions:165 commits, 8 PRs, 79 pushes in 2 years 7 months
matrix-factorizationlogic-synthesisapproximate-circuitsverilogapproximate-computing
jingxiao-ma/jingxiao-ma.github.io
Aug 2025 - Aug 2025
Contributions:45 pushes in 3 days
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