 Peña, the son of Spanish and Puerto Rican parents, was educated at Harvard University and earned a Master's degree in film from the Massachusetts Institute of Technology.Peña then taught at the University of California Berkeley before joining the Film Center at the Art Institute of Chicago as a film curator.In 1988, he joined the Film Society of Lincoln Center as the director of programming.