Awards
AT&T Fellow, 2003.
Customer behavior research: Honored for extraordinary technical leadership and innovation in the analysis of consumer behavior and customer information.
Science & Technology Medal, 1999.
Honored for technical innovation with pioneering contributions in database marketing and customer segmentation analysis.