In India, competitive exams remain a crucial entry point for those looking for secure government jobs, with recruitment cycles across industries creating year-round interest and fierce rivalry. Among them, the Railway Recruitment Board's (RRB) railway recruitments are notable for their scope, regularity, and number of applicants they draw from around the country.