Demo
Overview
PrepareUp is an AI-driven web application that converts course materials and Discord discussions into structured, digestible study materials. Built with a GPT-4 powered content pipeline, it maps raw input to multiple learning formats and delivers them through a clean, authenticated interface — making exam preparation systematic instead of scattered.
Problem
- 01Overwhelming amounts of unstructured content across slides, notes, and Discord chats with no unified study workflow
- 02Passive study methods — reading and highlighting — that don't improve long-term retention
- 03Fragmented tools for notes, quizzes, flashcards, and revision that require switching between platforms
- 04No interactive, personalized learning support grounded in the student's own material
Solution
PrepareUp solves this through a unified AI-powered study pipeline. Upload notes or connect Discord, and the platform automatically processes and structures your content — then generates every learning format simultaneously from a single input.
Key Features
Smart Input System
Upload PDFs, docs, and slides in bulk, or connect a Discord server and channel. PrepareUp automatically extracts and prepares content for every study mode — no re-uploading per format.
Discord Integration
Sync class chats instantly. PrepareUp pulls real discussions into study material, converts chats into summaries and key insights, and ensures no important information gets buried in chat history.
Podcast Mode
Converts notes into a natural, conversational audio lesson in host-and-guest format — complete with a full transcript. Enables passive learning during your commute, workout, or any moment away from a screen. Makes studying feel like a discussion, not a chore.
Voice Learning — AI Tutor
The most powerful feature in PrepareUp. A real-time voice interface powered by OpenAI that lets you ask questions and receive explanations instantly — grounded entirely in your own uploaded material, not generic AI responses. Ask follow-ups, go deeper, and get clarity on exactly what you're studying. It feels like talking to a professor who has read all your notes.
Tech Stack
Impact
- Reduced study time by consolidating notes, quizzes, flashcards, and revision into a single platform
- Unified multiple fragmented tools into one upload → every format workflow
- Enabled both passive (audio) and active (voice interaction) learning from the same content
- Introduced real-time AI tutoring grounded in user content — not generic responses
What I Learned
- Designing end-to-end AI pipelines from raw input to multiple structured output formats
- Building multi-modal learning systems — audio, text, interactive — from a single content source
- Integrating real-time voice interfaces with LLMs while keeping responses grounded in user-specific context
- Designing intuitive UX for AI-powered applications where the output quality isn't always predictable
- Ensuring content structure, consistency, and reliability across diverse input formats (PDFs, docs, Discord threads)