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AI in Education
PAL: Personal Adaptive Learner
AI-powered platform transforming lecture videos into interactive learning experiences with real-time adaptive questioning.
Overview
AI-powered platform transforming lecture videos into interactive learning experiences with real-time adaptive questioning.
Details
This project established a responsive digital learning framework that dynamically adjusts to a learner’s evolving understanding using multimodal content analysis. For collaborations, Please reach out to meghac.tiya@gmail.com
Outcomes
- Implementation of an adaptive question engine leveraging a Hybrid Reinforcement Learning (RL) algorithm.
- Automated pipeline for extracting timestamped, difficulty-rated questions from video transcripts and slide decks.
- Generation of personalized post-lesson summaries using semantic search and large language models.