Objective:

To develop an AI-driven platform that creates personalized revision schedules for students based on their learning pace, performance, and upcoming exams, ensuring efficient and optimized study planning.

Why Choose This Project:

• Helps students manage study time effectively.

• Uses AI to adapt schedules according to performance, attention, and progress.

• Reduces last-minute cramming and improves retention with spaced repetition techniques.

• Integrates data analytics, notifications, and AI-based scheduling, making it highly practical for EdTech solutions.

Key Features:

Technology Stack:

• Frontend: HTML, CSS, JavaScript, React.js (web) or React Native / Flutter (mobile).

• Backend: Python (Flask / Django) or Node.js (Express).

• Database: MongoDB / MySQL for storing schedules, performance, and user profiles.

• AI & Algorithms: Python libraries (Scikit-learn, Pandas) for spaced repetition, performance analysis, and schedule optimization.

• Cloud Services: AWS / Azure / Firebase for storage, notifications, and multi-device sync.

• Notification Services: Firebase Cloud Messaging (FCM) or Twilio for reminders.

Working Flow:

1. User Authentication

   • Students log in to the platform and create a profile with subjects and syllabus details.

2. Input Learning Data

   • Students input completed lessons, weak areas, and upcoming exam dates.

3. AI Schedule Generation

   • AI generates a personalized revision plan using spaced repetition and priority topics.

4. Notifications & Alerts

   • Sends reminders for scheduled revision sessions.

5. Performance Tracking & Feedback

   • Tracks completed sessions, quiz scores, and adjusts future schedules dynamically.

6. Analytics & Reporting

   • Dashboard shows learning efficiency, time spent, and improvement over time.

Main Modules:

1. User Authentication & Profile Management Module

2. Study Material & Syllabus Input Module

3. AI-Based Schedule Generator Module

4. Revision Tracking & Performance Analysis Module

5. Notification & Reminder Module

6. Analytics & Reporting Module

7. Multi-Device Sync Module

Security Features:

• Secure login with encrypted user credentials.

• Encrypted storage for schedules, performance data, and study material links.

• Role-based access if used in classrooms (teacher/student).

• Secure cloud synchronization across devices.