Anisur Rahman was elected to parliament from Undivided Mymensingh-6 as a Bangladesh Awami League candidate in 1973. He was elected to parliament from Mymensingh-7 as a Jatiya Party candidate in 1988. He was the organizer of the Liberation War of Bangladesh.