 While working full-time, Pennington earned a bachelor's degree in criminal justice from American University and a master's degree in counseling from the University of the District of Columbia.Pennington served in MPD for 26 years and was eventually promoted to assistant chief.In October 1994, he became police chief in New Orleans, where he was credited with major improvements in what had been a poorly regarded and corruption-ridden police department.