Software Engineering
AI-Powered LMS
LectureTranscription+Quiz/NotesAutomation
Problem Statement
Traditional LMS platforms require manual effort for note-taking and quiz creation, reducing learning efficiency.
System Architecture
01
Recording
02
Whisper Transcription
03
RAG
04
Quiz/Notes Generation
05
AWS Backend
Solution Overview
Crafted an AI-enabled LMS to record lectures and automatically generate transcriptions, notes, and quizzes using Whisper and retrieval-based generation.
AI-enabled LMS for automatic lecture transcription
Automatic generation of notes and quizzes using Whisper + RAG
Vector database integration with QDrant for semantic search
Scalable backend deployed on AWS
Reduced manual note-taking by 80%
Quiz creation effort reduced by 95%
80%
noteTakingReduction
95%
quizEffortReduction
Technology Stack
PythonExpress.jsAWS (S3, RDS, DynamoDB)WhisperFirebaseREST APIsVectorDB (QDrant)RAG