Sezgin was elected as the Mayor of Aydın in the 1955 local elections from the Democrat Party. He was removed from office as a result of the 1960 coup d'état, during which the Democrat Party government led by Adnan Menderes was ousted from power. As a member of the Democrats, Sezgin was briefly arrested after being removed from office.