🌱 Inspiration

We started from the problem that students struggle to grasp key points in large documents, especially without background knowledge.


🧠 What it does

Users upload PDFs/PPTs → AI summarizes and generates a personalized study guide → Supports Q&A and review features.


🔧 How we built it

  • Frontend: Next.js + Typescript + TailwindCSS

  • Backend: AWS Serverless + Python

  • AI: Upstage API for text extraction & summarization & chat


⚠️ Challenges

  • Designing the product since our team doesn't have any designers

  • Had hard time to create BE API since we are new to Upstage APIs and logics


🏅 Accomplishments

  • Use github/git actions to manage the project FE

  • We actually did created fancy webpage even though we don't have designer


📚 What we learned

  • Great AI results need structured workflows and well-documented data

  • Peer feedback drives product improvement

  • We also can make real-world impact by our skills

  • Teamwork and communication is the most important part of hackathon


🔮 What’s next

  • Aiming to launch product in a mobile version

  • AI-based curriculum recommendations

  • Real-time lecture summarization & smart notes

  • Expand our product to many other fields

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