Resufit – AI-Powered Resume Analyzer, Job Fit Analyzer & Resume Builder
To develop a secure, full-stack web application that leverages Generative AI and OCR technology to help job seekers build, analyze, and automatically tailor their resumes to match target job descriptions.
Project Overview
ResuFit is an AI-powered resume analysis web application that helps job seekers optimize their resumes for Applicant Tracking Systems (ATS). Users can upload their resume and compare it with a job description to receive a detailed compatibility score, identify missing skills, and get personalized recommendations for improvement. Built using Flask, HTML, CSS, JavaScript, and SQLite, the application combines an intuitive user interface with AI-driven analysis to help users create stronger, ATS-friendly resumes.
Key Features
- AI-Powered Resume Analysis
- ATS Compatibility Scoring
- Job Description Matching
- Personalized Resume Improvement Suggestions
- Missing Skills Identification
- Resume File Upload (PDF)
- Secure User Authentication
- Google OAuth Login
- Resume Analysis History
- Responsive and User-Friendly Interface
- Fast AI-Powered Processing
- Cross-Device Compatibility
Challenges & Solutions
- Implementing accurate AI-based resume analysis
- Extracting and processing text from PDF resumes
- Comparing resumes with job descriptions effectively
- Generating meaningful ATS improvement suggestions
- Integrating Google OAuth for secure authentication
- Managing user sessions and authentication flow
- Ensuring fast response times for AI analysis
- Designing a responsive and intuitive user interface
- Handling file upload validation and error cases
- Maintaining data security and user privacy
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