Counselling and guidance application for MHTCET candidates

We have focused on Mumbai's colleges.The app has five distinctive features, each of which serves a different purpose to simplify and improve the college exploration experience.Firstly, the "College Recommendation" feature utilizes student preferences such as cutoff marks, desired location, and branch of study to recommend suitable colleges.These recommendations are further refined based on college rankings and proximity to the user's location, ensuring personalized and relevant suggestions.The "College List" feature provides users with a comprehensive list of colleges in Mumbai, presented in an easily accessible list view.Upon selecting a specific college, users can delve into detailed information, including location, available branches of study, descriptions, and rankings.The "Map View" feature offers an interactive map displaying all colleges within the dataset.Custom markers represent each college, allowing users to visualize their locations and access detailed information with a simple click.This feature facilitates spatial understanding and efficient navigation through the abundance of colleges in Mumbai.The "Chatbot" feature introduces a customized chatbot powered by deep learning natural language processing (NLP) models.Users can ask college-related queries, and the chatbot provides real-time answers, serving as a convenient and responsive resource for students seeking information and guidance.Lastly, the "Useful Videos" feature curates a collection of short, informative videos addressing common queries and concerns related to college and course selection.Covering topics such as comparing different branches of study and understanding emerging fields like AI, these videos aim to provide valuable insights and assist users in making informed decisions.Through the integration of these features, the educational app seeks to empower students with the tools and resources necessary to navigate the complex landscape of college selection effectively.By harnessing technology to streamline the process, the app aims to facilitate a smoother transition into higher education and empower students to shape their academic futures.