 Gupta was born Abdul Mannan on June 23, 1946, in Hashil village in Sirajganj sub-division.Mannan adopted the pseudonym of Samudra Gupta during the 1960s and was recognized by his pen name during his life and career.He took part in the start of the uprising against Pakistan beginning in 1969 and fought in the Bangladesh Liberation War.