🤖 AI Assessment Tool

A MERN-stack based AI-powered platform for students to improve skills, check grammar, evaluate resumes with ATS score, and detect plagiarism.

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📌 About

The AI Assessment Tool is a smart web-based platform designed to help students with academic and career readiness.
It uses Artificial Intelligence (AI + NLP) to analyze grammar, check plagiarism, and evaluate resumes for ATS (Applicant Tracking System) compatibility.

This project empowers students to:

• ✔️ Test their grammar and writing quality
• ✔️ Upload resumes to check ATS scores
• ✔️ Detect plagiarism in content
• ✔️ Get AI-powered improvement suggestions

Built with the MERN Stack for scalability and integrated with AI/NLP models for intelligent analysis.

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🚀 Key Features

• 📝 Grammar Check → Detects grammar/spelling errors with suggestions
• 📄 Resume ATS Score → Analyzes resumes for job readiness and ATS compatibility
• 📑 Plagiarism Detection → Checks duplicate content against AI models & databases
• 📊 Performance Analytics → Reports with strengths & areas for improvement
• 🔒 Secure Authentication (JWT)
• 📱 Responsive UI for students & teachers

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🛠️ Tech Stack

• Frontend: React.js (Tailwind / Bootstrap)
• Backend: Node.js + Express.js
• Database: MongoDB (Mongoose ODM)
• Authentication: JWT (JSON Web Tokens)
• AI/NLP Services:
  • Grammar & Language Check → NLP Models / OpenAI API
  • Resume ATS Scoring → AI-based keyword analysis
  • Plagiarism Detection → AI/ML + external content databases

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⚙️ Installation & Setup

🔹 Prerequisites

• Node.js (>=16)
• MongoDB (local or Atlas)
• Python (if external ML models used)
• API Keys (if using external AI services e.g. OpenAI, HuggingFace)

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🔹 Steps

1. Clone Repository

git clone https://github.com/your-username/ai-assessment-tool.git
cd ai-assessment-tool