Resumine – AI Resume Analyzer

Overview

Resumine is a modern web application that helps job seekers optimize their resumes for Applicant Tracking Systems (ATS). It uses Claude AI to analyze resumes and provide clear, structured feedback on quality, structure, keywords, and skills.

Key Features

Resume Management

• Drag-and-drop PDF upload (up to 20MB)
• Client-side PDF → image preview using PDF.js
• Cloud storage via Puter filesystem
• Resume dashboard with detailed analysis pages

ATS Analysis

• Overall ATS score (0–100)
• Category-wise scoring:
  • ATS Compatibility
  • Tone & Style
  • Content Quality
  • Structure
  • Skills Assessment
• Animated score visualizations and color-coded badges

AI Feedback

• Powered by Claude Sonnet 4.5
• Optional job-specific analysis (company, role, description)
• Actionable suggestions grouped into:
  • Good
  • Needs Improvement

User Experience

• Secure authentication with Puter
• Dark / light mode support
• Fully responsive UI
• Smooth animations and loading states

Tech Stack

• Frontend: Next.js 16 (App Router), React Server Components
• State Management: Zustand
• UI: Tailwind CSS v4 + shadcn/ui
• AI: Claude AI via Puter
• PDF Processing: PDF.js (client-side)
• Charts: Recharts
• Backend Services: Puter (Auth, Storage, KV DB, AI)

How It Works

1. User uploads a resume PDF
2. PDF is converted to images in-browser
3. Files are stored in Puter cloud storage
4. Claude AI analyzes content using structured prompts
5. ATS scores and feedback are displayed visually

Current Status

Completed

• Authentication & cloud storage
• Resume upload and preview
• AI-powered ATS analysis
• Visual score breakdown
• Responsive dashboard

Planned

• Resume comparison
• PDF feedback export
• Resume editing & regeneration
• Job application tracking
• Cover letter generation

Highlights

• No backend servers needed (client-side PDF processing)
• Strong TypeScript type safety
• Modular component architecture
• Accessible UI with modern design
• Optimized performance using React Server Components

Resumine showcases modern full-stack development with AI integration, focusing on real-world usability, clean UI, and performance.