Hao Lyu
Senior Data Scientist
Shanghai, Shanghai, China
Summary
👤
Senior🎓
Top SchoolHao Lyu is a Senior Data Scientist with 7 years of experience applying statistical rigor and machine learning to product optimization and risk analytics. With an MS in Statistics from UC Berkeley, he has driven measurable business impact at SoFi and Wells Fargo—identifying hundreds of millions in opportunities, automating operator review for 15% of customer segments, and improving auto-approval rates by 10% through penalized logistic regression and tree-based models. He is fluent in SQL, Python, Tableau and C++, and routinely partners with product, engineering and marketing to design A/B tests, build dashboards, and implement productionized models. Known for turning funnel and marketing analyses into prioritized action, he also designs segment-specific operational queues that balance conversion intent and revenue. Based in Shanghai, he blends quantitative depth with pragmatic product focus and a track record of communicating complex findings to senior stakeholders.
7 years of coding experience
1 year of employment as a software developer
Master’s Degree, Statistics, Master’s Degree, Statistics at University of California, BerkeleyBachelor of Science (BS), Statistics, Bachelor of Science (BS), Statistics at Nanjing UniversityEXCAHNGE STUDENT, Statistics, EXCAHNGE STUDENT, Statistics at University of California,Davis
Github Skills (10)
mio8
unity3d7
webrtc5
spring5
reimplementation5
singing5
hdr4
voice4
java4
streaming4
Programming languages (3)
Github contributions (5)
Haohua-Lyu/haohua-lyu.github.io
Jan 2022 - Jan 2025
Contributions:17 pushes, 1 branch in 3 years
Haohua-Lyu/MioButton-1
Jul 2020 - Sep 2020
Ookamimio‘s Voice Button Project
Contributions:10 PRs, 10 pushes in 1 month
buttonvoice
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