Her preparation journey began with strong intent, but like many first-time aspirants, she faced an early hurdle. In her first attempt in 2023, she was unable to clear the Preliminary examination but instead of being discouraged, she treated it as a learning phase, using the experience to better understand the exam pattern and expectations.