To develop a web application to build a matching recommendation software

I am interested in developing a web application to help students find the right fit university, using a matching recommendation software. The software will rely on all the necessary information – from interests, preferences, culture and application strengths – to make its recommendations. The web application should have features like user registration and login, customizable student profiles and integration with university databases. The purpose of this software is to tailor the perfect match for the students using ML and a matching algorithm