Study Smarter
Study Smarter is an intelligent learning platform that transforms how students prepare for exams. Using GPT-4o, the application generates personalized flashcards, practice quizzes, and study guides from any uploaded content. Built with TanStack Start for optimal performance and SEO, the platform uses Supabase for authentication and real-time collaboration features, allowing study groups to share and review materials together.
Key Features
AI Flashcard Generation
Upload any document or paste text to automatically generate comprehensive flashcard sets with spaced repetition scheduling.
Adaptive Quizzes
Dynamically generated quizzes that adapt to your knowledge level, focusing on areas that need more practice.
Collaborative Study Groups
Real-time collaboration features allowing students to share materials, quiz each other, and track group progress.
Tech Stack
Challenges & Solutions
Problem
Processing large documents and generating quality educational content without overwhelming the AI API or the user interface.
Solution
Implemented chunked document processing with streaming responses, showing progressive content generation to users while managing API quotas.
Problem
Creating an effective spaced repetition algorithm that works for diverse learning styles and content types.
Solution
Developed a hybrid algorithm combining SM-2 with user feedback signals, allowing the system to adapt to individual learning patterns over time.
Problem
Maintaining real-time sync in collaborative sessions while handling conflicting edits.
Solution
Leveraged Supabase real-time subscriptions with optimistic updates and conflict resolution strategies for seamless collaboration.
Screenshots
