Kaidi Jiang
RA@LobelFinancial | M.S. Applied Data Science @USC | Ex DS/DA intern @USC @IDXExchange @AncientTech @QuestMobile @Nielsen | Dancer, credits: WJSN, nine percent, into1
- Role
- Risk Analyst at Lobel Financial
- Location
- Los Angeles, CA, US
- LinkedIn followers
- 500 followers
About Kaidi Jiang
Hello! I’m Kaidi Jiang, currently pursuing a master’s degree in Applied Data Science at…
Experience
Risk Analyst
Feb 2025 — Present · Anaheim, CA, US
Tasked with assessing auto loan credit risk and supporting underwriting strategy through data-driven analysisAnalyze customer application and performance data, build statistical model to detect risk patternsMaintained and updated daily credit risk datasets in Microsoft SQL Server to ensure accuracy of over loan records. Built automated Tableau dashboards with calculated fields to support real-time monitoring of key performance metrics. Used python to investigate underperformance in specific customer segments through descriptive statistics, calculate IV values for individual features to revise statistical models, redefine segmentation strategies, and evaluate new credit rules using ROC curves to enhance approval logic and maximize profitabilityImproved early risk detection and boosted model-driven decision efficiency, contributing to a 12% increase in approval profitability and enabling faster iteration of credit policy updates
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