An AI-powered educational platform built with Flutter, designed to support teachers, students, and parents by automating repetitive tasks and enhancing the learning process.

Knowva is a Flutter-based mobile application that leverages Artificial Intelligence to:

• Automate quiz creation and exam correction
• Provide performance analytics to teachers
• Enable interactive student revision via an AI chatbot
• Generate automated reports for parents

By integrating these features, Knowva reduces teacher workload, improves student learning outcomes, and keeps parents informed.

• Improve teaching efficiency through AI automation
• Provide real-time performance insights
• Deliver personalized learning for students
• Strengthen communication between teachers, students, and parents

• Teachers & Educators: Save time, reduce workload, and enhance classroom teaching.
• Students: Access materials, take quizzes, receive instant feedback, and track progress.
• Parents: Stay informed with simple progress reports.

• AI Quiz Generation – Create quizzes from uploaded learning materials using NLP.
• AI Auto-Grading – Evaluate objective and short-answer questions automatically.
• AI Feedback & Analytics –
  • For Students: Highlight weak areas, explain mistakes, and suggest personalized study plans.
  • For Teachers: Insights on class-wide performance, frequently missed questions, and improvement strategies.
• AI Revision Chatbot – Interactive, topic-specific learning.
• Future Enhancement – AI Homework Management.

• 📂 Material Upload & Group Management
• 📝 AI-Powered Quiz Creation (with editing option)
• ✅ Automated Grading & Instant Feedback
• 📊 Analytics Dashboard for teachers
• 💬 AI Chatbot for student revision
• 📑 Automated Parent Reports

• Frontend: Flutter (cross-platform iOS & Android)
• Backend: NestJS (TypeScript)
• Database: PostgreSQL
• AI Models: NLP-based quiz generation, grading, feedback, and chatbot
• Deployment: Docker + Cloud hosting with CI/CD

Teachers: Onboarding → Dashboard → Class Management → Content Upload → AI Quiz & Auto-Grading → Analytics & Reports
Students: Onboarding → Dashboard → Class Access → AI Practice → Quizzes/Exams → Results & Feedback → Progress Tracker

• Week 1: Setup & Design (UI/UX, backend setup, Flutter init, AI data preprocessing)
• Week 2: Core Features (accounts, material upload, groups, quiz generation, auto-grading)
• Week 3: AI Integration (dashboards, chatbot, teacher & student feedback models)
• Week 4: Testing & Deployment (analytics, final integration, optimization, model deployment)

• AI Developers:
  • Khaled Zakarya Zyada (team leader)
  • Khaled Ahmed Helmy
  • Faris Nagy Abouagour
• Flutter Developer:
  • Amr Mohamed Nabih
• UI/UX Developer:
  • Mohamed Mahmoud Metwally
• Backend Developers:
  • Abd-El Rahman Mohamed Al-Mowafy
  • Kareem Hassan Hassan

✅ AI-Driven Automation (quiz, grading, feedback)
✅ Educator-Centric Design (reduces workload, saves time)
✅ Balance Between Simplicity and Deep Insights
✅ Affordable & Scalable Solution

This project is licensed under the MIT License.