Building an intelligent marketplace with personalized recommendations and multi-role dashboards
An AI-powered marketplace that understands user preferences and delivers personalized shopping experiences
Combines collaborative filtering, content-based filtering, and context-aware recommendations
Comprehensive rewards system with points and personalized discounts
Role-specific interfaces for customers, businesses, and admins
While we didn't take home the top prize, the experience of building ShopMart taught us invaluable lessons about e-commerce personalization and AI integration. The feedback from judges and fellow finalists helped us refine our vision for the future of intelligent shopping experiences.
We learned that clean, well-structured data is essential for accurate product recommendations and user behavior analysis.
Finding the right balance between personalized experiences and user privacy was a key challenge.
Building a system that can process user interactions and update recommendations in real-time requires careful architecture.