AI-Powered Learning Assistant

Problem

Students spend hours re-watching lecture videos and searching for reading material that matches what they actually need to study.

Solution

Developed a video summarization and notes-generation system using Hugging Face models (Whisper, Pegasus, DeepSeek), plus a transformer-based book recommender using FAISS for personalized study assistance.

Tech Stack

• Whisper — Transcribes lecture video audio as the first step of summarization.
• Pegasus — Abstractive summarization model condensing transcripts into notes.
• FAISS — Similarity search powering the personalized book recommender.

Challenges

Write-up coming soon.

Impact

Metrics coming soon.

Lessons Learned

Write-up coming soon.