Inspiration
- End-of-lecture quizzes on Elearn.
- Shy students and introverts being unable to ask their questions for fear of public humiliation
- Teachers, lecturers and TAs wanting to better leverage student feedback and quiz results
- Other AI-native quiz generators and Virtual TAs
What it does
- All-in-one platform for both students and teachers
- Students can generate, view, rate and complete quizzes
- Teachers can manage and provide comprehensive feedback per AI-generated student responses and quiz data
How we built it
- ChatAndBuild
- Flask for backend
- Firebase Auth and No SQL database
- Nextjs, React, TailwindCSS
- Gemini-2.5-pro API
Challenges we ran into

Accomplishments that we're proud of
- Working together as a team and Delegate workflow
- Implement core functionality through MVP (quiz and report generator)
- Used Chatandbuild to develop our frontend
- Frontend hosted at dothack-hackathon-2025.vercel.app backend not hosted (demoed via localhost)
What we learned
- Git is so useful and important
- Balancing between functionality and feature bloat
What's next for QuizBatter
- Added functionality
- Reports for students
- Mobile app
- Flashcards
Team work
- Richard Lei: Backend, Direction and Vision
- Gabriel Ong: Backend, Frontend
- Arya Govind: Frontend, Pitch deck
- Tan Le Xuan: Frontend, UI
- Nichole Bun: Frontend, UX
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