Oliver grew up in Birmingham, Alabama, graduated from Princeton University and received an M.F.A. in directing from the American Film Institute. He is a writer and director for both cinema and theatre. His first short film, “The Wrong Son” (1994), was presented at the International Film Festival Rotterdam. Later, in 2018, his first feature, “Jonathan”, reached other festivals like Tribeca and London.