Erhu He
Machine Learning Engineer at Samsung Electronics America
Mountain View, California, United States
Summary
🤩
Rockstar🎓
Top SchoolErhu He is a Machine Learning Engineer with a PhD in Computer Science from the University of Pittsburgh and about eight years of experience applying data mining and ML to real-world problems. His research bridges spatio-temporal-aware methods—addressing spatial heterogeneity, fairness-aware AI, and graph representation learning—and practical LLM solutions, including retrieval-augmented generation work at AWS AI. Published in top venues like AAAI, IJCAI, and TKDE, he has translated academic advances into industry impact through internships at NEC Labs (carbon-neutral supply chain simulation) and a current role at Samsung Ads in Mountain View. Known for tackling domain-specific model customization, he combines rigorous research thinking with pragmatic engineering to ship production-ready ML systems. An often-overlooked trait is his readiness to jump into hard problems—"you just do it"—which drives rapid iteration from prototype to deployment.
8 years of coding experience
4 years of employment as a software developer
Master's degree Computer Science, Master's degree Computer Science at University of Colorado BoulderDoctor of Philosophy - PhD Computer Science, Doctor of Philosophy - PhD Computer Science at University of PittsburghBachelor's degree Computer Science, Bachelor's degree Computer Science at Northeast Forestry University
Chinese, English
Github Skills (31)
react9
subject-alternative-name8
poc8
src7
traffic-analysis7
gm7
flask6
python-web6
fuzzer6
vip6
javascript-engine6
plugin5
shodan5
python5
security4
Programming languages (7)
Github contributions (5)
Ershu1/2021_Hvv
Apr 2021 - Jun 2022
2021 hw
Contributions:48 commits, 48 pushes, 1 branch in 1 year 1 month
react
Ershu1/API-SecurityEmpire
Feb 2022 - Nov 2025
API Security Projecto aims to present unique attack & defense methods in API Security field
Contributions:1 push in 3 years 8 months
api-security
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