• Modeled auto retention in a multivariate survival analysis framework• Dealt effectively with high dimensional data and multicollinearity in survival analysis and logistic regression frameworks• Performed study of variable selection techniques for use in logistic model building, comparing decision trees, gradient boosting, and variable clustering techniques in order to maximize the efficiency of model building and predictive power of models built• Developed models to predict pure… Show more • Modeled auto retention in a multivariate survival analysis framework• Dealt effectively with high dimensional data and multicollinearity in survival analysis and logistic regression frameworks• Performed study of variable selection techniques for use in logistic model building, comparing decision trees, gradient boosting, and variable clustering techniques in order to maximize the efficiency of model building and predictive power of models built• Developed models to predict pure premium for several auto coverages using traditional rating covariates and novel telematics covariates in a Tweedie GLM framework• Wrote several SAS macro programs which are widely used in MAGNet program and developed advanced knowledge of SAS Macro Language Show less

• Developed generalized linear models to predict auto pure premium based on several insurance factors and their interactions to develop rating guidelines, working with specialized GLM software Emblem• Used survival analysis techniques in SAS to predict retention• Lead a small team of interns to test and fine tune the mobile telematics algorithms to ensure the quality and usefulness of the data produced by phone app• 1+ years experience with survival analysis projects• Presented… Show more • Developed generalized linear models to predict auto pure premium based on several insurance factors and their interactions to develop rating guidelines, working with specialized GLM software Emblem• Used survival analysis techniques in SAS to predict retention• Lead a small team of interns to test and fine tune the mobile telematics algorithms to ensure the quality and usefulness of the data produced by phone app• 1+ years experience with survival analysis projects• Presented methodologies and results to large group of actuaries at the end of each semester Show less