Kramer was pursuing a career in computer engineering when he first entered politics in an ill-fated independent run for a seat in the U.S. House of Representatives (Maryland, 5th District) in 1992. Later he moved to Howard County, Maryland and became involved with the local Green Party. Kramer was married in 1991, and has two daughters.