FitForHire - AI-Powered Resume Optimization Platform

🔍 Overview

FitForHire is an intelligent resume analysis tool that leverages Google's Gemini AI to provide comprehensive feedback on resumes compared to job descriptions. The platform offers:

• ATS Simulation Score - Check how well your resume performs in Applicant Tracking Systems
• AI-Powered Gap Analysis - Detailed skill matching with target job descriptions
• Personalized Improvement Suggestions - Actionable recommendations to strengthen your resume
• Interview Preparation - Customized tips based on your resume gaps

✨ Key Features

🔧 Resume Analysis

• Skill Gap Analysis: Identifies missing hard/soft skills
• Experience Alignment: Matches your experience with job requirements
• Education Review: Evaluates certification relevance

� Optimization Tools

• ATS Live Simulation: Real-time applicant tracking system scoring
• Bullet Point Enhancer: Improves impact of resume bullet points
• Formatting Suggestions: Recommends structural improvements

💡 Career Guidance

• Interview Preparation: Generates likely interview questions
• Candidate Comparison: Benchmarks against ideal candidates
• Cultural Fit Analysis: Evaluates soft skill alignment

🛠️ Tech Stack

Frontend

• React (Vite) - Frontend framework
• Tailwind CSS - Styling and responsive design
• Clerk - Authentication and user management
• React Hook Form - Form handling
• Axios - API communication

Backend

• Node.js - Runtime environment
• Express - API framework
• MongoDB - Database storage
• Mongoose - ODM for MongoDB
• Cloudinary - Resume file storage

AI Integration

• Google Gemini - AI analysis engine
• PDF Parse - Resume text extraction
• Mammoth.js - DOCX file processing

🚀 Getting Started

Prerequisites

• Node.js (v18+)
• MongoDB Atlas account
• Google Gemini API key
• Cloudinary account
• Clerk account