Integrate AI into e-learning platform
A comprehensive e-learning platform that leverages artificial intelligence to deliver personalized learning experiences. The platform features intelligent course recommendations, adaptive learning paths, real-time progress tracking, and advanced analytics dashboards for educators.
Key Features
The Challenge
The main challenge was building a recommendation engine that could accurately predict student learning needs while processing large volumes of performance data in real-time. Additionally, ensuring the platform could scale to handle thousands of concurrent users during peak hours was critical.
The Solution
We implemented a hybrid recommendation system combining collaborative filtering with content-based algorithms. The backend was built with Node.js microservices deployed on AWS ECS, with MongoDB Atlas for scalable data storage. Redis caching was used for real-time analytics, and WebSocket connections enabled live updates.