College Buddy: AI-Powered Academic & Career Readiness Platform

A comprehensive, AI-enhanced educational ecosystem designed to streamline academic management, provide personalized learning resources for competitive exams, and facilitate student-staff interaction through advanced analytics, polling, and AI-driven interview preparation.

Team Members
Description

College Buddy is a multifaceted web application built with a modern React (Vite) frontend and Node.js backend. It serves as a unified digital ecosystem serving three main user groups: students, faculty, and administrators.

Core Modules & Features:

  • Role-Based Workflows: Secure authentication flows with distinct, role-based dashboards (Admin, Staff, Student). Admins handle crucial setups mapping students and faculty to subjects mapping.

  • Academic & Career Hub: Structured access to department-specific subjects, Previous Question Papers (PQPs), and dedicated study sections for major Indian competitive exams (TNPSC, UPSC, CTET, SSC, RRB, GATE).

  • AI-Powered Assessments: Integrates an innovative AI Interview Mode and dynamic quizzes (MainQuiz) to help students test their knowledge, preparing them for job placements and higher studies.

  • Staff Tools & Analytics: Staff can manage classes, track student attendance/performance, and create interactive live polls (including Live Presentation mode with QR scanning).

  • Modern UI/UX: Features a sleek interface built with React, lucide-react for iconography, and recharts for insightful data visualizations (voter demographics, performance analytics).


🔍 4. Plagiarism Check & Assessment

As an AI Assistant, I don't have direct access to run your code through proprietary university tools like Turnitin or Moss. However, I can provide a plagiarism risk assessment based on your codebase:

  • High Originality (Safe): The overall architecture and combination of features (e.g., mixing specific Indian competitive exam routes with AI Interview modes, Live Polls, and Admin role-mapping) is highly unique and tailored. This indicates original system design and project planning.

  • Standard Boilerplate (Safe): Your

    App.jsx, generic React hooks, Vite setup (

    vite.config.js), and standard authentication flows are industry-standard boilerplate. University checkers usually ignore these standard structural patterns or flag them as false positives.

  • Caution Areas: Be mindful of where you sourced your CSS (like AiInterviewMode.css or MainQuiz.css) or specific backend algorithms. If you copied entire CSS animations, complex UI components without modifying them, or backend schemas directly from a tutorial, those specific files might be flagged.

Issues & PRs Board
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