• Bachelor of Science and Engineering, Princeton
• Master of Science and Engineering, University of Minnesota; graduate study, Cambridge
• Master of Business and Accounting, Harvard
• Former manager of cumputerized composition and typesetting for the Courier Journal & Louisville Times