🚀 ResuMate - AI Career Assistant

Transform your career journey with cutting-edge AI tools for portfolios, resumes, and interview preparation

ResuMate is a comprehensive AI-powered career assistant that helps job seekers create professional portfolios, optimize resumes, practice interviews, and search for jobs - all powered by advanced LLM technology.

🌐 Try It Online

You can interact with the application directly in your browser at resuMate 🚀

Key Features Preview

• 🤖 AI-Powered Data Extraction - Automatically parse resumes and LinkedIn profiles
• 🌐 Professional Portfolio Generation - Create stunning portfolios in minutes
• 📄 Smart Resume Builder - ATS-optimized resumes tailored to job descriptions
• ✉️ Dynamic Cover Letters - Personalized cover letters for any job
• 🔍 Intelligent Job Search - Multi-platform job discovery with AI matching
• 🎤 Interview Simulator - Practice with AI-generated questions and feedback
• 💬 Resume Chat Assistant - Get career advice and resume feedback

✨ Features

📤 Data Input & Analysis

• AI Resume Parsing: Upload PDF/DOCX/Images and get intelligent data extraction
• Profile Management: Edit and manage your career information with AI assistance
• Project Import: Automatically extract projects from your existing resume

🌐 Portfolio Generator

• AI-Powered Creation: Generate stunning portfolios with customizable themes
• Multiple Styles: Professional, Creative, Technical, Executive, and Minimalist designs
• Smart Content: AI creates project examples and enhances your profile
• One-Click Deployment: Deploy to Vercel, Netlify, or GitHub Pages instantly

📄 Resume Generator

• ATS-Optimized: Generate resumes that pass Applicant Tracking Systems
• Job-Tailored: AI customizes your resume for specific job descriptions
• STAR Method: Automatically formats projects using proven methodologies
• Multiple Formats: Professional, Creative, Executive, Technical, and Entry-level styles

✉️ Cover Letter Creator

• Personalized Letters: AI researches companies and tailors content
• Professional Tones: Choose from Professional, Enthusiastic, or Formal styles
• Smart Matching: Analyzes job requirements and highlights relevant skills

🔍 Job Search Engine

• Multi-Platform Search: Scrapes Indeed, LinkedIn, Glassdoor simultaneously
• AI Match Analysis: Intelligent job-skill matching with percentage scores
• Market Insights: Get salary ranges, demand levels, and growth potential
• Smart Filtering: Filter by experience level, location, job type, and more

🎤 Interview Simulator

• AI Interview Practice: Role-specific questions powered by LLama 70B
• Real-time Scoring: Get instant feedback on your answers (1-10 scale)
• Detailed Analytics: Comprehensive performance reports with improvement suggestions
• Customizable Length: Choose 5, 10, or 15 questions per session

💬 Resume Chat Assistant

• Interactive AI: Chat with an AI that knows your resume inside-out
• Career Guidance: Get personalized advice and recommendations
• Skill Gap Analysis: Identify areas for professional development
• Market Trends: Stay updated with industry insights

🎯 Usage Guide

Getting Started

1. Upload Resume: Start by uploading your resume in the "Data Input" section
2. Verify Profile: Review and edit the AI-extracted information
3. Generate Content: Use any of the AI-powered tools to create professional materials

Local Development

streamlit run main.py

Cloud Deployment

Streamlit Community Cloud (Recommended)

1. Fork this repository
2. Connect to share.streamlit.io
3. Add your GROQ_API_KEY in secrets
4. Deploy with one click

🔧 Technical Architecture

Core Technologies

• Frontend: Streamlit with custom CSS styling
• Backend: Python with service-oriented architecture
• AI Engine: Groq's LLama 70B model for content generation
• Data Processing: PyMuPDF, python-docx, pytesseract for file parsing
• Web Scraping: BeautifulSoup4, Selenium for job search
• Deployment: Supports cloud deployment on major platforms

Project Structure

Portfolio AI/
├── main.py                 # Main Streamlit application
├── groq_service.py         # AI service integration and LLM logic
├── data_extractor.py       # Resume parsing and data extraction
├── generators_combined.py  # Portfolio, resume, cover letter generators
├── interview_simulator.py  # AI interview simulation engine
├── job_scraper.py         # Multi-platform job search
├── ai_data_service.py     # Additional AI utilities
├── requirements.txt       # Python dependencies
├── .env                   # Environment variables
├── templates/             # HTML templates for portfolio generation
└── README.md             # Project documentation

🔧 Configuration

Environment Variables

GROQ_API_KEY=your_groq_api_key_here

Python Dependencies

• streamlit - Web framework
• python-dotenv - Environment management
• requests - HTTP client
• PyMuPDF - PDF processing
• python-docx - Word document parsing
• pytesseract - OCR capabilities
• Pillow - Image processing
• beautifulsoup4 - Web scraping
• selenium - Browser automation

See requirements.txt for complete list.

Built with ❤️ using Python and AI