Hancheng Ge
AI ML Tech Advisor at Mad Realities
Greater Seattle Area United States
Summary
👤
Senior🎓
Top SchoolHancheng Ge is an AI/ML tech advisor and senior applied scientist with nine years of experience building production-grade models for advertising, conversational AI, and large-scale data systems. At Amazon Ads he focuses on privacy-safe measurement, ads retrieval and auction modeling, and brand-centric representation learning, and previously advanced dialogue state tracking for Alexa. He holds a Ph.D. from Texas A&M where his research spanned spatio-temporal modeling, tensor methods, and security in crowdsourcing, grounding his applied work in rigorous research. Comfortable moving models from papers to production, he has a track record of inventing scalable solutions—from competitor-mapping algorithms at eBay that became a patent to large-scale log analytics prototypes at NEC. Based in Greater Seattle, Hancheng blends deep NLP and statistical inference expertise with pragmatic system design for real-world impact.
9 years of coding experience
6 years of employment as a software developer
B.E. Electrical and Electronics Engineering, B.E. Electrical and Electronics Engineering at Beijing Jiaotong UniversityPh.D. Computer Science, Ph.D. Computer Science at Texas A&M University
English, Chinese
Github Skills (1)
api5
Programming languages (1)
Github contributions (4)
hanchengge/Helios-PyTen
Oct 2016 - Dec 2017
Contributions:20 commits, 8 pushes, 1 branch in 1 year 2 months
hanchengge/AirCP
Sep 2016 - Sep 2016
Contributions:6 commits, 5 pushes, 1 branch in 1 day
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