SIYAN (SISSI) HU
Mountain View, CA, 94040
*********@*****.***
Technical Competencies
. Programming: SAS (on PC, LINUX), SAS Enterprise Guide : Data
Statistics/Analysis, Macros
SQL (T-SQL, MySQL );
R; PYTHON; EXCEL/VBA;
. Certifications: SAS Certified Base/Advanced Programmer for SAS 9.2
. Data Mining: Generalized Linear Models, Linear Regression, Logistic
Regression, ANOVA/ANCOVA, CART/CHAID, Clustering, Decision Trees,
Neural Networks, K- MEANS, SVM
EXPERIENCE
PROGRESO FINANCIERO Sr.
Credit Analyst
Financial Service
03/2014 - 08/2014
. Do data identification, data extraction, data preparation and data
analysis from database to track risk strategies to support the rapid
growth in multiple channels and products (in-store, direct mail,
merchants).
. Analyze, monitor and recommend changes to risk strategies in order to
maximize profitability.
. Aid in the development of risk models by using performance data,
bureau data, and alternative data.
. Submit ad hoc analysis and recurring internal reports. (Daily, Weekly,
Monthly, Quarterly)
MARKETSHARE Data
Specialist
Analytics Company
07/2013 - 03/2014
. Focus on data collection, data aggregation and product delivery;
provide consistent and robust data integration and updates for long-
term client engagements.
. Support modelers with final stack validation from both numerical and
business perspectives.
. Build process pipeline with SAS and Excel to automate data processing
and validation.
. Rich experience in multifunctional team co-operations across the firm
including Data management, Optimization, Strategy Consulting,
Engineering, etc.
FACTORTRUST
CreditAnalyst
Credit and Risk Management Company
10/2011 - 07/2013
. Conduct detailed analytical work with existing and new clients' loan
file. Determine risk involved in loans and assist VP to make
decisions.
. Design, collect, and prepare data from FT proprietary database and
other alternative credit data resource.
. Develop automation tools with Python; with a boost of efficiency by
200%.
. Validate, implement, and audit Predictive Scorecards; engage in
launching product with software development team.
EDUCATION
UNIVERSITY OF GEORGIA, DEPARTMENT OF STATISTICS
Master of Science in statistics
. Awards: Mu Sigma Rho Honor (overall GPA > 3.85)
UNIVERSITY OF GEORGIA, DEPARTMENT OF PHYSICS AND ASTRONOMY
Master of Science in physics
Hu, Siyan, et al High-resolution Monte Carlo study of the
multicritical point in the three-dimensional XXZ Heisenberg
antiferromagnet Phys. Rev. E Vol. 89, No. 03 (March 2014)