Personalized E-Learning Platform

Overview

Adaptive learning system for K-12 and corporate training with AI-driven content.

Key Features

• Dynamic course recommendations
• Skill gap analysis
• Collaborative virtual classrooms

Challenges

• Addressing diverse learning paces in large cohorts
• Combating "Zoom fatigue" in remote education
• Proving ROI through measurable skill improvements

Strategic Approach

• Developed a knowledge graph to map 500+ learning objectives
• Used collaborative filtering to suggest peer study groups
• Incorporated microlearning modules (5-7 minute videos)
• Validated outcomes with pre/post-assessment analytics

Technologies

• Personalization: Apache Mahout, Neo4j
• Frontend: React + WebRTC for live classes
• Analytics: Mixpanel, custom LMS

Impact

• Increased course completion rates by 30% for corporate clients
• Improved test scores by 25% in K-12 pilot programs
• Reduced onboarding time for new employees by 40%

Future Roadmap

• Add VR-based immersive learning labs
• AI-powered career path recommendations