Summary
Overview
Work History
Education
Skills
Timeline
Generic

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, NJ
12.2004

Master of Science - Electrical & Computer Engineering

Rutgers University
New Brunswick, NJ
12.2004

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
SABRINA LI