Risk Analytics Consultant

LAWRENCE LIM

****@*******.***

626-***-**** (mobile)

PROFESSIONAL SUMMARY

* ***. ***/*** **********

3+ yrs. Python experience

M.S. Physics

* ***. **** ********* & modeling

WORK EXPERIENCE

Wells Fargo Auto, Consumer Lending Group

Risk Management Consultant VP, Portfolio Risk 2016 - Present

Credit risk analytics for loss mitigation strategies in Collections Strategy & Business Intelligence.

Develop predictive repossession reinstatement model using logistic regression.

Recommend strategy optimization (A/B testing) by age segments.

Analyze best time to call the customer, based on right party contact rates.

Quantify impact of vendor termination on for loss forecasting team narrative.

Use CART decision tree to segment risk rank strategy test.

Validate collections model behavior scorecard & risk rank performance.

Wells Fargo Auto, Consumer Lending Group

Analytics Consultant, Operational Process, Systems, and Analytics 2013- 2016

Provide SQL reporting, automation, ETL process improvements throughout Operations.

Collaborate with executives to compile monthly PowerPoint for trends and strategy decisions.

Design GAP early payoff database for rebate refunds, mitigating legal risk and monitoring collection performance on $15 million in annual rebates.

Provide KPI metrics for operational efficiencies.

OTHER EXPERIENCE

San Gabriel Valley Linux Users Group, Member 2015 - Present

Contribute to San Gabriel Valley Artificial Intelligence sub-group meetings, for ongoing learning with data science and machine learning algorithms.

Build k-nearest neighbors model and present results.

Volunteer for annual Southern California Linux Expo (SCALE).

LAWRENCE LIM, PAGE 2

****@*******.***

626-***-**** (mobile)

EDUCATION

Udemy Coursework (Online)

Data Science A-Z

California State University Northridge (CSUN)

Masters, Physics

University of California, Los Angeles (UCLA)

Bachelors, Physics

Sigma Pi Sigma National Physics Honor Society

ADDITIONAL SKILLS

SAS Enterprise Guide (Base SAS Certified), MS Office (Access, Excel, Word, Powerpoint), Microstrategy Analytics Desktop. Python, Matlab, Oracle, SQL Server, Tableau. Member of Wells Fargo Analytics Community of Practice.

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