Manager Project
Resume:
Su Ge
**** ******** ******* ******, ********** GA 30004
*******@*****.***
STATISTICIAN, STATISTICAL CONSULTANT & PROJECT MANAGER Overview Extensive analytical experience in advanced analytics, model development, statistical consulting, business reporting, marking campaign analysis and portfolio management, meeting the most challenging business goals and objectives. An effective team player and highly self-motivated analytical and SAS expert. Professional Experience
State Farm Insurance Co, IL 2013 – Present(Atlanta Hub, GA) Statistician (Advanced Analytics, Strategic Resources) Model development/
Advanced analytics:
Developed predictive lapse segmentation models to identify the characteristics that predict auto households are more likely to voluntarily left State Farm. Developed a predictive model that differentiates underwriting risks to increase auto- issuing of Non-Medical life insurance business.
Developed segmentation models to understand the relationship between property and casualty variables and mortality.
Applied Machine learning/multivariate analysis to find out the primary explanatory attributes which explain State Farm agent’s advancement in life sales. Gradient boosting machine learning, TreeNet, variable cluster analysis, variance inflation check, logistic regression, multinomial logistic regression, LASSO selection, linear regression, regression tree analysis etc.
Tools used: SAS EG, SAS EM, R studio, TreeNet
Model monitoring: Led the model monitoring support for property casualty underwriting and actuarial models.
Created model monitoring reports identifying trends or anomalies in model scores and potential underlying causes to guard State Farm against “model risk”, and to provide an early-warning system to proactively minimize impacts from model or customer behavior changes.
Led and coordinate cross-functional monthly model monitoring review meetings among strategic resources, underwriting and actuarial area. Statistical Consultation: Provided analytical consultation to the business partners including life, mutual fund, compliance, finance, bank, customer and user experience, discovery analytics departments on their project, created analytical templates and trained their team members to use it at a regular basis; Coached new analysts on their analytical project. Automation &
Data Validation:
Created and delivered automated data validation report on various vast data sets on demographic/credit/claims data source from the third-party vendors. 2
Discover Financial Services, IL 2012 – 2013
Project Manager (Marketing Analytics)
Marketing Campaign: Led projects on marketing campaign test design & campaign performance analyses by providing Analytical support on marketing sales transfer program which is to shift spend from competitor’s cards to discover and sustain spend behavior post offers. Forecasted incremental sales to assist marketing planning and Create portfolio reporting to assist Profit & loss analyses.
Sr. SAS Consultant (Credit Risk)
Strategy Implementation: Implemented credit card member strategies in production environment using ad hoc processes. Intensively worked with business strategy partners and developed implementation codes to enable the business to dynamically select accounts for particular actions (Credit and Cash line increase, line decrease, etc.). Selected and pulled data from data warehouse according to the business guidelines and creates waterfall reports for Line management strategies (SAS, Teradata); Created output files including actions, letters, memos and non-monetary records for OPR
(operational portfolio review) and CSE (customer service & Engagement); And performed quality assurance and validation testing on model implementation code. CitiMortgage, O’fallon, MO 2008 – 2012
Sr. Credit & Portfolio Analyst (Decision Management) Business Intelligence: Developed and supported interactive portfolio insight project to provide senior management with additional business intelligence on the loan portfolio – conducted on-demand, value-added Dashboard analysis to support portfolio management, credit risk and functions.
Automation: Developed, tested and implemented automated appraisal review process which is awarded as Star-Performance project and being widely used to support collateral risk operational team; Developed and maintain the automation process of creating loan detail loss weekly report.
Risk Analyst (Risk Management)
Data integration &
Data mart creation:
Integrated data sources across portfolio, marketing, operation, collection and default departments and built data-mart of Citi Home Equity Business Portfolio data to support risk management modeling and reporting groups. Washington University in St. Louis 2003 – 2007
Statistical Data Analyst (Dept. of Psychiatry)
Statistical Consultation: Provided statistical analysis support on grant applications and publications by conducted advanced analysis using general linear regression, logistic regression, survival analysis and factor analysis, prepared tables, graphs and reports for research publications.
3
Affiliation State Farm EDGE (excellence, development, growth and engagement) committee member – coordinated learning and development and communication corner events for State Farm strategic resource associates.
Professional
Certificate/Trainings
Data camp training on R 2017-2018
Advanced Predictive Modeling Using SAS Enterprise Miner, SAS training 2014 Predictive Modeling Using Logistic Regression, SAS training 2013 Managing SAS Analytical Models Using SAS Model Manager, SAS training 2013 State Farm Fundamentals of accounting completion certificate 2013 QlikView Designer I, Designer II and Developer I certificates 2011 SAS Certified Advanced Programmer 2005
SAS Certified Professional 2002
Skills
SAS/BASE, SAS/STAT, SAS/MACRO, SAS/GRAPH, SAS/EG, SAS/ACCESS SAS Data Integration Studio, SAS Model Manager, SAS EMiner R studio
Salford Predictive Miner(TreeNet)
Teradata, Unix, Mainframe, Cron, ORACLE, SQL, Access QlikView, Tableau
MS Excel, MS PowerPoint, MS Word
Education
MS (Biostatistics), Univ. of Illinois at Chicago 2003 BS/MS (Medicine), Nankai Univ., China 2000
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