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Vibhor Bhardwaj used AI tools like Google Gemini for mock interviews, which challenged him repeatedly, helping him spot and fix mistakes, sharpening his preparation significantly

Vibhor Bhardwaj’s journey is a testament to resilience, determination, and strategic perseverance. (News18 Hindi)
A young boy from Utrawali village in Uttar Pradesh’s Bulandshahr district has made headlines by cracking one of India’s toughest exams. Vibhor Bhardwaj, defying all odds, secured an impressive All India Rank (AIR) of 743 in the 2022 UPSC Civil Services Examination.
However, his journey did not end there. When he appeared for the UPSC Civil Services Examination for the third time in 2024, he achieved an impressive AIR 19, thus transforming from a village boy to an IAS officer.
Studied Physics From Delhi University
Vibhor’s journey began with his studies in Physics at Hansraj College, Delhi, where he completed an MSc. After mastering the demanding subject of Physics, he set his sights on the prestigious UPSC exam. Vibhor chose Physics as his optional subject and remarkably covered the entire UPSC Mains syllabus in just seven months using online coaching and self-made notes.
How Did He Prepare Himself?
For the UPSC CSE Prelims, Vibhor adopted a strategy akin to preparing for a T20 match. Starting in January, he focused on static portions, current affairs magazines, and daily news summaries. He meticulously scheduled mock tests, beginning with sectional tests and then full-length tests, and he treated past year UPSC question papers (PYQs) as essential guides.
Despite securing AIR 743 in 2022 and reaching the interview stage in 2023, Vibhor did not make it to the final list. However, he analysed his weaknesses, refined his strategy, and succeeded in 2024 with an AIR of 19.
How AI Helped In Interview Preparations
A significant part of Vibhor’s preparation involved using AI tools like Google Gemini for mock interviews. These AI tools acted as rigorous teachers, repeatedly questioning him and helping him identify and correct his mistakes, thereby boosting his confidence.
Success After Failures
Vibhor Bhardwaj’s journey to success in the UPSC Civil Services Examination is a testament to resilience, determination, and strategic perseverance. After securing an All India Rank (AIR) of 743 in 2022, Vibhor set his sights on a top rank. Although he reached the interview stage in 2023, he did not make it to the final list. But giving up was never an option.
Instead of backing down, Vibhor refined his approach, addressed his weaknesses, and sharpened his strategy. His persistence paid off in 2024 when he achieved an impressive AIR 19, making a mark in one of the country’s most competitive examinations.
- Location :
Bulandshahr, India, India
- First Published: