Yadav, who had previously appeared for the examination three times and qualified twice, had been diligently training for the Indian Information Services since December 2022. Devoting four to five hours daily, he prepared for his fourth UPSC attempt, ultimately achieving a remarkable feat by securing a position among the top rank-holders.