Finding a suitable life partner has always been an important but challenging task. Traditional methods of matchmaking are often time-consuming, less accurate, and lack privacy. This research paper presents the Paarsh Matrimony System, a modern web-based application designed to improve the matchmaking process using technology and intelligent features. The system is built using React.js, FastAPI, and MongoDB, ensuring a smooth and responsive user experience. It includes features such as secure user authentication, profile management, AI-based recommendations, real-time chat, and payment integration. The platform focuses on providing accurate match suggestions based on user preferences and behavior. It also ensures data security and user privacy. The results show that the system makes matchmaking faster, easier, and more reliable compared to traditional methods.
Kathe et al. (Thu,) studied this question.