Known best for his groundbreaking work with a Mumbai-based theatre company called Subak, Barve also had a prolific career as a film and television actor, appearing on screen in close to fifty different projects between 1989 and 2013. Before beginning his acting career, he earned a bachelor's degree in chemistry from Patkar College, Mumbai and subsequently worked for a medical company.