Cong Ye
Senior Machine Learning Engineer at TikTok
California, United States
Summary
👤
Senior🎓
Top SchoolCong Ye is a Senior Machine Learning Engineer with 11 years of technical experience and a Ph.D. in Statistics, currently applying advanced ML and deep learning techniques at TikTok. She has led fraud and scam detection initiatives as Machine Learning Tech Lead at Suning USA, combining classical models with GAN-based semi-supervised approaches to strengthen operational security. Proficient in Python, SparkSQL, Hive, and Scala, she bridges research-grade statistical rigor with production-scale engineering. An experienced instructor, she has presented practical case studies on WGAN and one-class adversarial nets, translating complex theory into deployable solutions. Motivated by GenAI and LLMs, she actively seeks to turn cutting-edge deep learning advances into business-facing innovations. Her personal motto, "Seize the Day," underscores a pragmatic, impact-driven approach to AI.
11 years of coding experience
3 years of employment as a software developer
Bachelor’s Degree, Mathematics and Statistics, Bachelor’s Degree, Mathematics and Statistics at Wuhan UniversityDoctor of Philosophy (Ph.D.), Statistics, Doctor of Philosophy (Ph.D.), Statistics at University of Pittsburgh
Chinese, English
Github Skills (10)
css7
fonts5
svg5
woff3
google-fonts3
font-awesome3
branding3
logos2
iconic1
svg-font1
Programming languages (1)
Github contributions (5)
Superbeet/BBS_Pro
Jan 2015 - Jul 2016
Contributions:6 commits, 4 pushes, 1 branch in 1 year 6 months
Superbeet/LeetCode
Sep 2015 - Sep 2016
Contributions:125 commits, 105 pushes, 1 branch in 1 year
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