face challenging coursework and professional developmentrequirements, peer mentors serve as invaluable guides who can relate to and support their peersthrough shared experiences. A comprehensive review of undergraduate mentoring programs hasdemonstrated that well-structured peer mentoring initiatives consistently yield positive outcomesacross multiple domains [1]. In engineering education, these benefits include enhanced academicperformance, strengthened leadership development, formation of engineering identity, and moreeffective career planning [2]. This peer-to-peer support system has proven particularly effective inhelping students transition through different stages of their engineering education, fromfoundational courses to specialized