Bank of America since Sep 2010
SVP - Quantitative Operations Manager
Bank of America Nov 2006 - Sep 2010
VP, Quantitative Operations Manager
HSBC Apr 2003 - Nov 2007
Manager - Credit Policy and Risk
Citigroup 2001 - 2003
Sr Modeler
Education:
Penn State University 1996 - 2000
Doctor of Philosophy (Ph.D.), Economics
Florida Southern College 1992 - 1995
Bachelor of Science (B.S.), Economics and Mathematics
Agus Sudjianto - Matthews NC, US Peter B. Vechnak - Charlotte NC, US Michelle Warholic - Cherry Hill NJ, US Meghan Alita Steach - Charlotte NC, US Jie Chen - Chappaqua NY, US
Assignee:
Bank of America Corporation - Charlotte NC
International Classification:
G06Q 40/00
US Classification:
705 38
Abstract:
Embodiments of the present invention evaluate consumer spending and borrowing patterns and, based thereon, forecast changes in consumer failure to repay rates. Embodiments of the present invention then develop macroeconomic variables that reflect the forecasted changes in consumer failure to repay rates and implement those macroeconomic variables into credit-approval decision models. The implemented macroeconomic variables adjust the decision models' credit-approval thresholds to account for the forecasted changes in consumer failure to repay rates. For example, if forecasts indicate decreasing credit failure to repay rates, then macroeconomic variables are developed and implemented in decision models to reduce credit-approval thresholds, thereby reducing qualifying creditworthiness scores and making it easier to get credit. On the other hand, for example, if forecasts indicate increasing credit failure to repay rates, then macroeconomic variables are developed and implemented in decision models to increase credit-approval thresholds, thereby restricting access to credit and reducing future losses from consumer failures to repay.
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