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Code Crew

Career Counselling using AI/ML powered personalised guidance

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描述

Team Name : Code Crew

Project name : AI Driven dynamic career path recommendation system
hosted link : Vite + React + TS

 

v Step-by-Step Implementation Plan

1️⃣   Build a Functional Navigation System

  • Implement a fully working navbar with easy access to:

    • Career Assessments (MBTI & Career Interest Inventory)

    • Emotional-Aware Chatbot

    • Gamification & Progress Tracking

    • Competitive Exam Resources

    • Collaboration Hub

2️⃣   Develop AI-Powered Career Assessments

A. MBTI Personality Test (10 Questions)

  • Identify personality strengths and weaknesses.

  • Provide career recommendations based on personality type.

Output: A personality report with career strengths, weaknesses, and best-suited job roles.

        B. Career Interest Inventory (10 Questions)

  • Maps students' interests to career paths by giving some questions

Output: Suggested career paths based on subject interests.

3️⃣   Emotional-Aware Chatbot for Personalized Guidance

  • Detects emotions (stress, confidence, confusion, etc.) using:

    • Text sentiment analysis

    • Speech tone analysis

  • If stressed or confused, chatbot suggests taking assessments for better clarity.

  • If confident, chatbot validates decisions and provides next steps.

Dynamic Counseling Responses tailored to emotional states.

4️⃣   Gamification & Engagement Analytics

  • Quizzes & Badges: Reward students for completing assessments and engaging with content.

  • Progress Tracking System: Pie chart analytics to track student engagement.

  • Performance Insights: Identify weak areas and suggest improvement plans.

Motivates students to actively participate in career planning.

5️⃣   Competitive Exam Resources & Insights

  • Preparation strategies, syllabus insights, and best resources for:

    • JEE

    • NEET

    • WBJEE

    • CUET

    • Other relevant exams

  • AI-powered personalized study plan based on strengths and weaknesses.

Optimized learning paths for better exam preparation.

7️⃣   Ensure Seamless Functionality

  • End-to-End Testing to check:

    • Navigation bar functionality.

    • Correct assessment results and career recommendations.

    • Smooth chatbot responses.

    • Proper gamification engagement tracking.

·         Expected Outcome

·        An AI-driven career counseling platform that empowers students with clarity, confidence, and personalized career guidance.

 

 

 

 

 

 

 

 

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