Dongliang Yi
Director, Finance Analytics at Car Capital Technologies, Inc.
San Francisco Bay Area United States
Summary
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Senior🎓
Top SchoolDongliang (Larry) Yi is a finance analytics leader in the San Francisco Bay Area who blends financial engineering, data science, and automation to deliver scalable risk analytics and portfolio insights. As Director of Finance Analytics at Car Capital Technologies, he leads data-driven initiatives to optimize capital decisions and risk management in consumer finance. At Upstart, he built quantitative models for a $20B unsecured loan portfolio, developed loss and prepayment curves for ABS transactions, and boosted real-time reporting and dashboard performance by 95%. Earlier roles at Aspen Capital and Security Benefit centered on securitization and credit risk modeling, delivering RMBS deals, automating workflows, and cutting processing time. He holds an MS in Financial Engineering from UIUC (GPA 3.97), studied ML Engineering at Springboard, and earned engineering degrees from Shanghai Jiao Tong University and Jiangsu University. He is known for translating complex quantitative insights into business-friendly guidance for investors and cross-functional teams, bridging ML and finance to inform strategic decisions.
9 years of coding experience
10 years of employment as a software developer
Bachelor of Engineering (B.Eng.), Electrical and Electronics Engineering - Automation, Bachelor of Engineering (B.Eng.), Electrical and Electronics Engineering - Automation at Jiangsu UniversityUniversity of Illinois Urbana-ChampaignMachine Learning Engineering, Machine Learning Engineering at SpringboardMaster of Science (M.S.), Computer Pattern Recognition and Intelligent Systems, Master of Science (M.S.), Computer Pattern Recognition and Intelligent Systems at Shanghai Jiao Tong University
English, Chinese, chinese wu, ChineseGithub contributions (5)
DongliangLarryYi/monte_carlo
Aug 2016 - Jun 2018
Contributions:33 pushes, 1 branch in 1 year 10 months
DongliangLarryYi/machine_learning
Aug 2016 - Jun 2018
Contributions:36 pushes, 1 branch in 1 year 10 months
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