 He joined the Muslim Brotherhood while in secondary school, in 1954, and went on to graduate with a law degree from the University of Damascus in 1963.He served as a reserve officer in the Syrian Army from 1959 to 1960.Bayanouni became a member of the Syrian Muslim Brotherhood's Shura Council and Executive Office in 1972.