Leonard was born in St. Petersburg, Florida, and joined the Marine Corps in 1944 before moving to Syracuse. Leonard was a successful business man, and founder of Leonard P. Markert Jr. and Associates, which specialized in Catholic charities. He served as president of many charitable organizations throughout his life, including the Syracuse Chamber of Commerce, United Way of CNY, and the Syracuse Welfare Corporation.