🎯 PathGuide — AI-Powered Career Guidance System

PathGuide is a machine-learning-powered career guidance web application designed to help students explore suitable career paths based on their academic performance and personal interests.

The system combines academic scores with interest-based assessment results to generate personalized career recommendations, ML-based predictions, career roadmaps, and job-trend information.

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✨ Features

• 👤 User profile and academic information
• 🎯 Interest-based career assessment
• 🧠 Machine Learning-based career prediction
• 📊 Academic and quiz score analysis
• 🏆 Top career recommendations
• 📈 Career prediction confidence score
• 🗺️ Career roadmaps
• 💼 Job trends and career information
• 🌐 Interactive web-based interface

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🛠️ Tech Stack

Programming Language

• Python

Backend

• Flask

Machine Learning

• Scikit-learn
• Pandas
• NumPy

Frontend

• HTML
• CSS
• Jinja2 Templates

Data & Model Storage

• CSV
• JSON
• Pickle

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🧠 How PathGuide Works

The application follows a multi-stage career recommendation process:

User Information
       ↓
Academic Performance
       ↓
Interest Selection
       ↓
Interest-Based Quiz
       ↓
Score Calculation
       ↓
Machine Learning Prediction
       ↓
Top Career Recommendations
       ↓
Career Roadmap & Job Trends