B Shankar, 42, took the extreme step at his home in Taraka Rama Rao Nagar in Sircilla town as he was unable to repay the loan he had taken from a private lender, they said.
He was found hanging to a ceiling at his residence today.
A case has been registered and investigation is on, police added.