Vp, Quantitative Operation Associate Resume
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Calabasas, CA
SUMMARY:
- Experienced professional with strong analytics, mathematics, programming and finance background seeks a challenged opportunity in Data Science/ Quantitative Analysis field.
- Exceptional knowledge in data analytics including statistical model on Linear Regression, Time Series, Logistics Regression, and Machine Learning on Multi - Classification model, Neutral Network model, Clustering model and Dimension Reduction model.
- Experienced using statistical and analytical software including SAS enterprise guide, Matlab, Excel/VBA
- Highly Skilled software development in C++, C#, Java object oriented language, hand-on Visual Studio/ Eclipse development IDE and familiar with Windows and Linux OS system.
- Experience using rational database including MS SQL/MySQL, and programming on SQL query script and stored procedure.
- Proficiency in quantitative financial theory, Derivatives and Option pricing, Binomial Tree model, Black Sholes model, Fixed Income pricing/hedge, Interest rate term structure Model, Portfolio Mean-Variance Optimization and MBS Pricing/Securitization.
- Strong problem solving skill, good teamwork attitude and critical/detailed oriented thinking.
PROFESSIONAL EXPERIENCE:
VP, Quantitative Operation Associate
Confidential, Calabasas, CA
Responsibilities:
- Joined Global Risk management group as a quantitative finance analyst and focus on mortgage default forecasting, mitigation and analysis.
- Collect and manipulate loan data and ETL by SAS/SQL to feed statistical linear regression model. Score and analyze REO/ShortSale default servicing model based on loan data, housing price index (HPI), Interest rate, mortgage attributes.
- Multiple-Tiers Software design and implementation for REO/ShorSale default servicing model including backend model code by native C++, middle wrapping layer by C++/CLI, web service and front end by C#.
- Design and implement government sponsored Home Affordable Modification Program (HAMP) based on loan attributes, personal FICO/Income, allowed forgiveness/forbearances, HPI, Interest rate, and monthly payment/NPV calculation by using C#
- ETL and scoring customer behavior default/delinquency statistical logistic regression model based on loan attributes, HPI and personal FICO/Income by using SAS/SQL.
- Collaborated on ARM loan binomial tree model, Interest rate term structure, multiple class MBS pricing/securitization and Housing pricing index (HPI) re-arrangement by CBSA/ZIP code.
- Provide ad hoc mortgage servicing analysis to answer various business line requests.
.Net Developer
Confidential, Irving TX
Responsibilities:
- Joined financial solution software development team to work in VISA/Master credit card cash back or credit point reward project for major commercial/retail banking.
- Review computer hardware capabilities, software workload and distribution limitations for existing solution environment, Fine tuned hardware/software architecture design and create scalable/reusable software functionality
- Responsible for the software design, development, testing and implementation for VISA/Master credit reward project to meet client business objectives/performance goal.
- Design and develop applications using .Net Framework 3.5, C#. NET, ASP. NET, Microsoft SQL Server 2005/Oracle on windows platform. Highly tuned Database connection/transaction for data integrity.
Software Developer
Confidential, Lake Forest, CA
Responsibilities:
- Joined IT department to develop ERP solution including human resource tracking system, Job delivery/scheduling system, and procurement /shipment/payment system transaction with 3rd-party vender.
- Evaluate business requirements and apply agile development process to rapidly create functional prototypes, solution architecture and finalize product release.
- Responsible for the design, development, testing and implementation of customized applications and consolidated/architecture with current internal legacy system.
- Design and develop applications using .Net Framework 3.5, C#. NET, ASP. NET, Microsoft SQL Server 2005/Oracle on windows platform.
Software Programmer
Confidential, Irvine, CA
Responsibilities:
- Real estate information online populated website helping agency to build personal real estate web or open house information based MLS data.
- Responsible for the design, development, testing and implementation web applications using .NET Framework 2.0, C#.NET, ASP. NET, Ajax, 2005/2000 SQL database Server.
- Develops Html page generating engine based on MLS housing information, personal setting and lead management. troubleshoot and resolve web systems issues, Monitor application performance