AI Job Application Assistant

An AI-powered application built with Streamlit that leverages a multi-agent system using CrewAI to assist job seekers. This tool helps create tailored resumes, analyze job postings, and prepare for interviews efficiently and effectively.

Features

• AI Multi-Agent System: Powered by CrewAI to coordinate specialized agents for tasks like job posting analysis, resume tailoring, and interview preparation.
• Resume Parsing: Extracts and converts resume content from PDF to Markdown.
• Job Posting Analysis: Scrapes and analyzes job postings to identify key skills and requirements.
• Professional Profiling: Compiles comprehensive profiles using GitHub links and personal write-ups.
• Resume Tailoring: Aligns resumes with specific job requirements.
• Interview Preparation: Generates interview questions and talking points based on the job posting and tailored resume.

How It Works

1. Upload Your Resume: Upload a PDF version of your resume.
2. Input Additional Information:
   • Job posting URL
   • GitHub profile URL
   • Personal write-up about your career goals
3. Process the Application:
   • Agents in Action:
     • The Tech Job Researcher analyzes job postings to extract key requirements.
     • The Personal Profiler uses GitHub and personal write-ups to create a professional profile.
     • The Resume Strategist tailors your resume to match the job requirements.
     • The Interview Preparer generates interview questions and talking points.
4. View and download the tailored resume and interview preparation materials.

Technologies Used

• Streamlit: Provides an intuitive user interface for input and output.
• CrewAI: Enables multi-agent coordination to perform complex tasks.
• LangChain Community Tools: Powers semantic search, file reading, and web scraping.
• Markdownify: Converts text content to Markdown for better readability.
• PyMuPDF (Fitz): Extracts text from PDF resumes.
• SerperDev API: Assists in web scraping for job posting analysis.

Installation

1. Clone the repository:

   git clone https://github.com/your-username/AI-Job-Application-Assistant.git
   cd AI-Job-Application-Assistant