Mudra Gairola fulfilled her father's wish of becoming IAS officer in her fifth UPSC CSE attempt. A doctor by profession, she was gold medalist in her BDS course but left her MDS degree mid-way to prepare for UPSC. She became IPS in 2021 but attempted once more to crack UPSC with AIR 53, and was allotted the West Bengal cadre.