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🧠 Learner Lane: AI-Powered Learning Engagement Platform

Learner Lane is an innovative platform for real-time, multi-modal learning engagement analytics. It leverages AI to analyze facial expressions, audio, and behavioral signals, providing actionable insights and smart interventions for students and educators.


🚀 Key Features

  • Real-time facial expression & attention detection (Computer Vision)
  • Audio emotion & engagement analysis (Speech/Voice)
  • Behavioral analytics: mouse, keyboard, and screen context
  • AI-driven recommendations & interventions
  • Interactive dashboards for engagement insights
  • Chrome extension for seamless browser integration

🛠️ Technology Stack

React Vite Tailwind CSS Recharts
Node.js Express MongoDB Socket.io
TensorFlow OpenCV Scikit-learn Librosa
dlib Chrome Extension WebRTC JavaScript

💡 Innovation & Collaboration

  • Multi-modal engagement fusion (vision, audio, behavior)
  • Predictive analytics for disengagement
  • Personalized, context-aware interventions
  • Modular ML pipeline for easy model upgrades
  • Modern, responsive UI/UX

Collaborators

  • AI/ML Engineers
  • Full-Stack Developers
  • UI/UX Designers
  • Data Scientists

🏆 Recognition

  • 99%+ model accuracy (internal tests)
  • <100ms real-time analytics latency

© 2025 Learner Lane. All rights reserved.

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