Traditional mentorship programs often suffer from inefficiencies and lack of personalized guidance. Mentees struggle to find mentors who align with their goals and interests, while Job seekers, especially those from underrepresented backgrounds, often struggle to connect with mentors who can provide meaningful guidance and support. Additionally, the COVID-19 pandemic highlighted the need for remote-friendly solutions, further emphasizing the importance of digital platforms in facilitating mentorship and Placement processes.