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Work experience

2015-05Present

Manager

Axis Bank

Responsible for developing propensity, attrition and default risk scorecard models, helping introduce newer modelling / machine learning techniques in the Axis Bank environment.

2011-092015-05

Instructor

Boston University

Taught undergraduate courses in microeconomics, macroeconomics.

2007-062008-07

Business Analyst

American Express

Developed predictive models of spend and balance for newly acquired American Express customers in the US market

Education

2008-092011-07

PhD in Economics

Boston University

All but dissertation.

Course work GPA 

2005-082007-05

Masters in Quantitative Economics

Indian Statistical Institute
2002-062005-05

Bachelors in Economics ( Honours)

Scottish Church College ( Calcutta University )

Additional subjects : Mathematics, Statistics

Selected Projects

Income Prediction

Selected Projects

- Savings & Current Account Attrition Model: 

Ensemble of Logistic Regression & Neural Network.

- Income Prediction Model:

Neural Network model predicting monthly income of bank customers.

- Life Insurance Propensity Model: 

Ensemble of Logistic & Neural Network.

- Auto Loan Default Risk Prediction Scorecard:

Logistic Regression predicting default risk at the time of application.