After the independence of Bangladesh, a warrant was issued against him and he went into hiding. After the withdrawal of warrant in 1976 he came back to open politics. He was elected a member of the Jatiya Sangsad in 1979. In 1986, Toaha contested in the Jatiya Sangsad election as a nominee of 8-Party alliance.