The College Recommendation System is a web-based platform designed to simplify the college selection process in Nepal, where students often struggle with fragmented and incomplete institutional information. It provides a unified system that aggregates accurate college data and offers personalized recommendations based on student preferences and qualifications. The system uses web scraping and hybrid recommendation algorithms to suggest suitable colleges, helping students make informed decisions. It also includes features such as college reviews, admission applications, and online payment integration, making the entire process more efficient and streamlined. Overall, the platform enhances transparency, accessibility, and user experience for both students and educational institutions.