An Integrated Learning and Assessment EdTech Platform

Project Code :TCMAFS1390

Objective

The objective of this platform is to create an AI-powered educational system that improves the learning and teaching experience. It aims to streamline administrative tasks, such as course management and performance analytics, while providing teachers with efficient tools for content creation, including AI-generated summaries. Students will benefit from personalized content, quizzes, and performance tracking, enhancing their learning experience. By integrating Gemini AI, the platform automates content summarization and supports adaptive learning, ensuring an engaging and efficient educational environment for all users.

Abstract

This paper presents an AI-driven educational platform designed to streamline the learning and teaching processes through the integration of Gemini AI for enhanced functionality. The platform is divided into three core modules: Admin, Teacher, and Student, each offering distinct features to facilitate seamless interactions within the system. The Admin module enables efficient management of users, including registration, login, profile management, and dashboard activities such as course creation, teacher assignment, and performance analytics. The Teacher module allows for course creation, lecture management, AI-driven lecture summaries via Gemini AI integration, and student performance monitoring. The Student module supports course enrollment, lecture access, AI-generated summaries, quiz and exam attempts, and certificate generation upon successful completion. The platform is built with a React.js front-end, Node.js/Express.js back-end, and MongoDB as the database, ensuring a scalable, flexible, and secure environment. This system aims to enhance the learning experience by offering personalized, AI-powered resources, improving student engagement, and enabling effective content management for educators. The proposed platform leverages AI technology to provide an intuitive, adaptive learning ecosystem, aligning with modern educational needs.

Keywords: Gemini AI, AI-powered learning, educational platform, React.js, Node.js, MongoDB, teacher-student interaction.

NOTE: Without the concern of our team, please don't submit to the college. This Abstract varies based on student requirements.

Block Diagram

Specifications

SOFTWARE REQUIREMENTS:

ü  Operating System: Windows 10/11, macOS, or Linux (Ubuntu 20.04+)

ü  Front-End: React.js + JavaScript/TypeScript

ü  Back-End: Node.js (v18+) + Express.js

ü  Database: MongoDB

HARDWARE REQUIREMENTS:

ü  Processor: Intel i5 / Ryzen 5 or better

ü  RAM: 16 GB (min 8 GB)

ü  Storage: 256 GB SSD (512 GB+ recommended)

ü  GPU (recommended) : NVIDIA with CUDA (e.g., GTX 1650 / RTX 3060) for model training

ü  Monitor: 15"+ Full HD

ü  Internet: Stable 10 Mbps+ (for federated learning, video calls, uploads)

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