Kaiser joined Awami League in 1969 after being inspired by Awami League politician M. A. Aziz. After the independence of Bangladesh, he was elected general secretary of the South Chittagong chapter of the Awami League. He was made Bangladesh's ambassador to Russia and South Korea. He was a presidium member of the Bangladesh Awami League.