Bahadur Pura was derived from the name of Nawab Mohammad Bahadur Khan, who was also known as Qaid E Millat Nawab Bahadur Yar Jung, who was the Jagirdar in Nizam rule Deccan State, then also a great orator and belonging to a well-known family of Hyderabad was the Founder and First President of Majlis E Ittehadul Muslimeen (MIM) which is now All India Majlis-e-Ittehadul Muslimeen.

Mohammad Moazam Khan | of All India Majlis-e-Ittehadul Muslimeen won the seat for three consecutive time with record majority of 95,000+ votes from 2009 to 2023 as an MLA.

Mohammad Moazam Khan who is also a grandson of Late Nawab Bahadur Yar Jung founder and first President of Majlis-E-Ittehadul Muslimeen (MIM).

This is why Bahadurpura Assembly constituency is also known as bastion of AIMIM.

The constituency was created before the 2009 elections as per Delimitation Act of 2002.