StudyMate is an AI-powered learning platform that turns uploaded course materials into dynamic, personalized sessions—Quick Learn, In-depth Lessons, Mock Exams, and Quick Prep—guided by a lifelike AI avatar that speaks, teaches, and interacts in real time.
Client
Portfolio / Product Build
Role
Full Stack & AI Developer
Year
2024
Timeline
End-to-end prototype
Industry
EdTech / AI Learning
From static documents to a teacher-like experience students actually want to use.
Traditional e-learning tools rarely feel personal. Students lose focus without real-time feedback, and most platforms cannot truly understand uploaded materials, auto-build study sessions, or evaluate learners through dynamic AI quizzes. The goal was a system that ingests documents, generates structured learning paths, and interacts naturally via speech and text—like studying with a real teacher.
StudyMate combines conversational AI, retrieval-augmented generation, and expressive UI. Uploaded PDFs and notes are chunked, embedded, and structured into modules. Learners move through teaching, Q&A, and testing with an animated avatar powered by Azure Speech and OpenAI—raising a hand, reviewing transcripts, extending sessions, and building habits with Calm Study reminders.
AI tutoring, document intelligence, and tools that keep learners in flow.
Lifelike character with voice and text; gestures and speech via Azure Speech and OpenAI GPT.
Upload PDFs or notes → automatic courses with summaries, lessons, and quizzes via LangChain embeddings.
Quick Learn, In-depth Lesson, Mock Exam, and Quick Prep for every study goal.
Raise Hand, transcript & record playback, session timer, and extend time.
Calm Study reminders for consistent habits and focused revision.
Vector search over uploaded content so answers stay grounded in the learner’s materials.
Five layers from document ingestion to the real-time learning UI.
Prepares and normalizes uploaded PDFs and notes for processing.
Chunking, embeddings, vector storage, and contextual retrieval.
GPT-driven dialogue, lesson generation, and dynamic quizzes.
Avatar animation, Azure Speech synthesis, voice and text I/O.
React dashboard, session tools, timers, and learner progress.
Less manual session setup
Core learning modes shipped
End-to-end AI tutor flow
Avatar-guided study on demand
MERN, LangChain, OpenAI, Azure Speech, and tools chosen for real-time tutoring.
Component-based UI for real-time session tools, dashboards, and avatar interactions.
REST APIs, auth, file uploads, and orchestration between AI, speech, and the database.
REST APIs, auth, file uploads, and orchestration between AI, speech, and the database.
Flexible storage for users, documents, sessions, vectors metadata, and progress.
Embeddings, retrieval, and GPT-driven lesson, quiz, and dialogue generation.
Embeddings, retrieval, and GPT-driven lesson, quiz, and dialogue generation.
Real-time speech synthesis and avatar voice pipeline for natural tutoring.
Secure sign-in and session management across the MERN stack.
Deploy frontend and containerized services with reliable CI/CD.
Deploy frontend and containerized services with reliable CI/CD.
