StudyMate AI

A developer built StudyMate AI, a voice-first tutoring system for ICSE/CBSE students that tracks cognitive state over time using a behavioral graph in Neo4j. Unlike typical AI tutors, it classifies st…

An AI/ML student built StudyMate AI, a RAG-based PDF question answering system that uses local embeddings and in-memory vector storage. The project overcame initial retrieval failures by adding pre-ge…