neha gupta

About

13+ years of analytics, data mining and predictive modeling experience across Risk, Marketing & Pricing Have experience in building, monitoring/validating and reviewing the models across multiple portfolio in retail banking (e.g. cards, mortgage, line of credit, loans, etc.) Led team of 6-10 statistician and modelers - both as a consultant and corporate leader Key skills: Financial Services, Risk management (CCAR & BASEL), predictive modeling and data analytics

Country

singapore

City

singapore

Industry

financial services

Skill

business analysis, risk management, analytics, management consulting, banking, team management, financial services, business analytics, strategy, financial modeling, financial risk, analysis, statistical modeling, sas, management, project management, analytical skills

Experience

software engineer

tavant technologies

2006-5 - 2007-6 · 1 yr 2 mos

engagement manager and assistant vice president

inductis

2012-5 - 2015-9 · 3 yrs 5 mos

Developed marketing spend mix optimization model to maximize ROI for a bank Developed a framework to identify fake customer online reviews for a major food and hospitality industry marketplace player Developed a strategy for a sub-prime consumer product penetration for a large UK financial service Revamped the risk strategy to manage small business customer portfolio across multiple product lines (credit card, mortgage, loans, etc.) for one of the top 10 US regional banks - managed a 7 member team Developed a churn prediction model for small & medium business customers enrolled in money transfer product for a UK portfolio

manager

bank of america

2009-3 - 2012-4 · 3 yrs 2 mos

* Managed a team of 10 business analysts * Responsible for end-to-end independent model validation for consumer risk group * Conducted independent review of pre-payment, loss forecasting, and default prediction models for home mortgage portfolio * Developed model monitoring & tracking process of 60+ risk models for credit card, mortgage and home loan product suite * Developed a framework to assess the process quality levels, covering more than 308 support process across BA Continuum Solutions * Recruited a team of statisticians/modelers - screened, short-listed, interviewed and evaluated candidates for lateral positions

business analyst

modelytics

2007-7 - 2009-3 · 1 yr 9 mos

* Worked with multiple Fortune 500 financial services clients by leveraging advance statistics to improve business decisions and performance * Developed survival model to predict customer lifetime credit loss due to default and pre-payment for a US auto finance firm ; * Built acquisition strategies by optimizing the product price /offering and customer retention efforts for US based auto finance lender ; * Evaluated the overall portfolio credit loss risk potential owing to slowdown in automobile industry for a global automobile OEM ; * Formulated the term loan pricing strategy to reduce the risk exposure for a leading global automobile finance lender ; * Developed call center volume forecasting model & assessed FTE needed to maintain service levels for US retirement solution provider