Justice Bhandari assumed charge as the Acting Chief Justice of the Madras High Court on November 22, 2021, after the then Chief Justice Sanjib Banerjee was abruptly transferred to Meghalaya High Court. During his tenure as the ACJ, Justice Bhandari passed verdicts in several notable cases pertaining to the waterbody protection, education, local body election, temple related issues and environment.