Students lacked a centralised space for academic and personal guidance. Conversations were scattered and slow, making it difficult to get timely support and connect with peers.
Built RESTful endpoints in Express and designed a PostgreSQL schema hosted on Supabase, resulting in more reliable data flow and scalable storage.
Implemented React Native interfaces styled with Tailwind, improving user experience and creating a more intuitive interface on iOS/Android.
Implemented real-time chat with WebSockets, enabling instant peer-to-peer messaging creating a more interactive experience.
Prototyped a memory-based collaborative filtering feed, delivering more relevant recommendations that boosts user engagement.