Dr. Levitan got her PhD in Applied Mathematics and MS in Computer Science from University of Maryland, College Park, and her prior education at Moscow State University, Russia. She joined SPSS in 2000 and IBM in 2009 with its acquisition of SPSS. Dr. Levitan is representing IBM at the Data Mining Group working on PMML and PFA industry standards for predictive model representation and deployment.