🎓 GET-EED — Career Development & Job Preparation Platform

A full-stack career development web application built with Flask, MySQL, spaCy, and Socket.IO. GET-EED helps students and job seekers prepare for careers through ATS resume analysis, an AI-powered chatbot, real-time group chat rooms, and interview preparation resources — all behind a secure user authentication system.

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✨ Features

🔐 User Authentication

• Secure registration with full profile creation (name, username, email, DOB, gender, skills, education, certificates)
• Password hashing using werkzeug (pbkdf2:sha256)
• Session-based login/logout with @login_required route protection

📄 ATS Resume Analyzer

• Upload a PDF resume and paste a job description
• spaCy NLP extracts top technical keywords from the job description
• PyPDF2 scans the resume for keyword matches
• Calculates a match percentage score
• Identifies strong points (frequently matched terms) and weak points (missing keywords)
• Generates a pie chart visualisation of matched vs missing terms using matplotlib

🤖 Rule-Based Chatbot (NEBot)

• Detects greetings, farewells, negative/personal queries, and search intents
• Redirects search queries directly to Google
• Pattern matching with randomised responses for natural conversation

💬 Real-Time Chat Rooms

• Create or join rooms using a unique 4-character code
• Real-time messaging powered by Flask-SocketIO
• Tracks room members and message history
• Live join/leave notifications

👤 User Profile

• View and manage personal profile including skills, education, certificates, and about section

📋 Additional Pages

• Job listings (/alljobs.html)
• Interview preparation resources (/interview1.html)
• Wishlist, About, Contact Us, and Team pages

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🛠️ Tech Stack

Layer	Technology
Backend	Python, Flask
Database	MySQL (via SQLAlchemy + PyMySQL)
NLP Engine	spaCy (en_core_web_sm)
PDF Parsing	PyPDF2
Visualisation	matplotlib
Real-Time	Flask-SocketIO
Auth	werkzeug (password hashing), Flask sessions
Frontend	HTML, CSS, Jinja2 Templates

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📁 Project Structure

GET-EED/
├── app.py              # Main Flask application (523 lines)
├── get-pip.py          # pip bootstrap script
├── static/             # CSS, JS, images
└── templates/          # Jinja2 HTML templates
    ├── index.html          # Landing page
    ├── login.html          # Login page
    ├── register.html       # Registration page
    ├── home.html           # Dashboard
    ├── profile.html        # User profile
    ├── ats.html            # ATS resume analyser
    ├── nebot.html          # Chatbot interface
    ├── home_chatroom.html  # Chat room lobby
    ├── room.html           # Chat room
    ├── resume.html         # Resume upload
    ├── interview1.html     # Interview prep
    ├── alljobs.html        # Job listings
    ├── wishlist.html       # Wishlist
    ├── about.html          # About page
    ├── contact_us.html     # Contact page
    └── team.html           # Team page

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🚀 Getting Started

1. Clone the Repository

git clone https://github.com/malikKanishka/GET-EED.git
cd GET-EED

2. Install Dependencies

pip install flask flask-sqlalchemy flask-socketio werkzeug spacy PyPDF2 matplotlib pymysql
python -m spacy download en_core_web_sm

3. Set Up MySQL Database

Create a MySQL database named GET_EED:

CREATE DATABASE GET_EED;

Update the database URI in app.py if needed:

app.config['SQLALCHEMY_DATABASE_URI'] = 'mysql://root:<your_password>@localhost/GET_EED'

4. Run the App

python app.py

Open your browser at:

http://localhost:5000

Database tables are created automatically on first run via db.create_all().

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🔄 How It Works

ATS Analysis Flow

Upload PDF + Paste Job Description
→ spaCy extracts top 10 technical keywords
→ PyPDF2 scans PDF for keyword matches
→ Match % calculated
→ Pie chart generated
→ Strong & weak points displayed

Chatbot Flow

User types message
→ Remove punctuation → Split into words
→ Pattern detection (greeting / goodbye / negative / search)
→ Matched response returned or Google redirect triggered

Chat Room Flow

Create room (unique 4-char code) or Join with code
→ Socket.IO connects user to room
→ Real-time messages broadcast to all members
→ Join/leave events tracked live

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🗄️ Database Model

User Table (GET_EED.user)

Field	Type	Notes
id	Integer	Primary key
name	String(100)	Full name
username	String(150)	Unique
email	String(150)	Unique
dob	String(10)	Date of birth
password	String(150)	Hashed (pbkdf2:sha256)
skills	Text	Comma-separated skills
education	Text	Education background
gender	Enum	Male / Female / Other
certificates	Text	Certifications
about	Text	Bio / about section

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📄 License

This project is open source and available for educational and personal use.