Enmao Diao
Founder, CEO & Principal Researcher at DreamSoul
Shanghai, Shanghai, China
Summary
👤
Senior🎓
Top SchoolEnmao Diao is a PhD student and applied scientist with 11 years of experience at the intersection of machine learning, federated learning, and model/data compression. He has driven research and practical systems at Duke, Amazon (Alexa), and Harvard, proposing frameworks such as HeteroFL, SemiFL, Gradient Assisted Learning, and scalable compression models like DRASIC and RRNN. His work spans theory—computing degrees of freedom for nonlinear models—to applied PyTorch pipelines for edge and decentralized settings, with a focus on heterogeneity, personalization, and privacy-aware collaboration. Based in Chengdu, he blends rigorous academic training from Georgia Tech, Harvard, and Duke with industry impact, and is noted for translating theoretical insights into scalable algorithms for resource-constrained devices.
12 years of coding experience
9 years of employment as a software developer
Doctor of Philosophy - PhD Electrical and Electronics Engineering, Doctor of Philosophy - PhD Electrical and Electronics Engineering at Duke UniversityBachelor of Science (BS) Computer Science, Bachelor of Science (BS) Computer Science at Georgia Institute of TechnologyMaster of Science - MS Electrical and Electronics Engineering, Master of Science - MS Electrical and Electronics Engineering at Harvard University
English, Chinese
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (77)
python10
semi-supervised-learning10
deep-learning10
gpu10
communication-efficient10
numpy10
model-compression10
neural-network10
fpga10
git10
github-pages10
adapter10
version-control10
machine-learning10
php10
Programming languages (8)
Github contributions (5)
diaoenmao/Library-Management-System
Apr 2015 - Mar 2018
A Library Management System with PHP and MySQL
Contributions:15 commits, 14 pushes, 1 branch in 2 years 11 months
mysqlphp
diaoenmao/Monophonic-Pitch-Tracking
Feb 2015 - Mar 2018
Contributions:64 commits, 49 pushes in 3 years 1 month
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