SABRINA LI
San Diego,CA
Summary
Results-oriented data professional with extensive experience in analytical skills and statistical modeling. Leverages data to generate actionable insights. Proven track record in driving data-driven decision making within the financial services industry. Strong communicator adept at delivering strategic initiatives and providing valuable insights to diverse audiences, both technical and non-technical.
Overview
20
20
years of professional experience
Work History
Lead Data Engineering Analyst
Experian
05.2022 - Current
- Interpret clients' business requirements to extract, structure, and analyze data for in-depth modeling and insights.
- Apply statistical modeling techniques on credit bureau data to uncover consumer behavior patterns.
- Present findings and deliver analytical support to enable data-driven decision making for clients.
Lead Analytical Scientist
FICO
12.2016 - 04.2022
- Developed neural network-based fraud detection models, reducing fraud losses and improving transaction security.
- Conducted large-scale analysis of domestic and international card transaction data for modeling and pattern recognition.
- Provided pre-sales and implementation support, working directly with clients to resolve modeling and analytical challenges.
Data Scientist
Renovate America
01.2016 - 11.2016
- Led underwriting analytics and strategy development for new unsecured lending products.
- Built and evaluated predictive models for credit risk and marketing performance.
- Translated business needs into data solutions and supported cross-functional teams through implementation.
Statistical Analyst Expert
Experian
05.2005 - 12.2015
- Delivered end-to-end analytics for high-revenue clients across the credit lifecycle (prescreen, acquisition, account management, collections).
- Designed and implemented customized risk models; led multiple predictive modeling initiatives.
- Provided technical consulting and supported business intelligence and sales efforts.
Education
Master of Science - Statistics
Rutgers University
New Brunswick, NJ12.2004
Master of Science - Electrical & Computer Engineering
Rutgers University
New Brunswick, NJ12.2004
Skills
- Languages: Python, SQL, SAS, R, Perl, Bash
- Modeling Techniques: Neural Networks, Logistic Regression, Linear Regression, Decision Tree
- Soft Skills: Effective communicator, analytical thinker, highly self-motivated
Timeline
Lead Data Engineering Analyst
Experian
05.2022 - Current
Lead Analytical Scientist
FICO
12.2016 - 04.2022
Data Scientist
Renovate America
01.2016 - 11.2016
Statistical Analyst Expert
Experian
05.2005 - 12.2015
Master of Science - Electrical & Computer Engineering
Rutgers University
Master of Science - Statistics
Rutgers University
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