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Rahman entered politics in the mid-1990s. He founded the political party Samriddhya Bangladesh Andolan. Later he joined the Bangladesh Awami League. He was the Bangladesh Awami League nominee from a constituency in Dhaka-1: Dohar Upazila in Bangladeshi general election in 2001.