Shihan Ma
Research Scientist at Meta
London, England, United Kingdom
Summary
🤩
Rockstar🎓
Top SchoolShihan Ma is a research scientist and machine learning engineer with six years of experience bridging academic robotics and applied ML at industry scale. He holds a PhD from Shanghai Jiao Tong University's Robotics Institute and has combined postdoctoral work at Imperial College London with internships and research engineering roles at Meta and OneFlow. At OneFlow he contributed to memory-efficient training techniques (DTR and Coop gradient checkpointing), and at Meta he progressed from intern to research scientist, applying ML research to production challenges. Based in London, he brings a rare mix of deep robotics foundations, hands-on systems experience in tensor rematerialisation, and practical ML deployment instincts. Colleagues would describe him as someone who moves fluidly between theoretical rigor and engineering trade-offs to enable large-model training under tight resource constraints.
6 years of coding experience
2 years of employment as a software developer
Visiting Postgraduate Student, Bioengineering and Biomedical Engineering, Visiting Postgraduate Student, Bioengineering and Biomedical Engineering at Imperial College LondonDoctor of Philosophy - PhD, Robotics institute, Doctor of Philosophy - PhD, Robotics institute at Shanghai Jiao Tong University
English, Chinese
Github Skills (31)
pytorch10
distributed-training10
memory-efficient10
user-friendly10
chainer10
machine-learning10
deep-learning10
neural-network10
cuda10
scalable10
ml9
tensorflow9
deep-neural-networks9
matlab7
surface6
Programming languages (4)
Github contributions (5)
shihan-ma/oneflow
Jul 2021 - Dec 2021
OneFlow is a performance-centered and open-source deep learning framework.
Contributions:36 pushes, 1 branch in 4 months
pytorchdeep-learningmachine-learningperformanceframework-learning
shihan-ma/BioMime
Feb 2023 - Oct 2023
Contributions:12 pushes in 7 months
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