Karriem started out as jazz drummer, working with vocalist Beety Carter and trumpeter Roy Hargrove. He is also a producer, and has worked with people like The Roots, Common, Slum Village and J Dilla. He is also part of The Detroit Experiment, along with the likes of Amp Fiddler and Marcus Belgrave.