He picked up best male act and also song of the year, with Streatham rapper Dave, for their track Sprinter.
Singer Raye, born and raised in Tooting, won best female act at the ceremony in Sheffield, which celebrates music of Black origin.
Soul 2 Soul singer Jazzie B was given a lifetime achievement award.