🤖 Resulyzer – An AI-Powered Resume Analyzer App

mangeshmangesh
2 min read

In today’s competitive job market, having a strong resume isn’t enough. It needs to match job requirements smartly and precisely. That’s where Resulyzer comes in — a smart AI-powered app that analyzes resumes and gives instant, helpful feedback.


🧠 What is Resulyzer?

Resulyzer is a web app that uses AI to:

  • Analyze resume content

  • Give improvement suggestions

  • Grade the resume on relevance, structure, and clarity


🛠️ Technologies Used

  • Frontend: React.js

  • Backend: Node.js + Express

  • AI Integration: Gemini api

  • Database: MongoDB

  • File Handling: PDF/Text extraction using pdf-parse

  • Hosting: Vercel and Render


🎯 Key Features

  • 📄 Upload resume in PDF format

  • 🧠 Get AI-powered feedback and score

  • ✍️ Suggested edits and keyword hints

  • 💾 Save reports for later use


⚙️ How I Built It

  1. Frontend UI with upload

  2. Used pdf-parse to read content from uploaded resumes

  3. Sent resume + job description to the backend

  4. Connected to Gemini API to process and analyze

  5. Displayed the feedback neatly with charts and scores


😅 Challenges I Faced

  • Handling resume parsing with non-standard PDF formats

  • Tuning AI prompts to give meaningful feedback

  • Managing response time for large files

  • Making the UI simple but informative


💡 What I Learned

  • How to integrate AI (like Gemini) into real-world apps

  • Handling file uploads and text parsing in JavaScript

  • Importance of prompt engineering

  • Making meaningful UX for a productivity tool


📦 Live Demo & GitHub


🚀 What’s Next?

  • Add multi-language resume support

  • Export feedback as PDF


🙌 Final Thoughts

Building Resulyzer was an exciting journey into AI + productivity tools. If you're a developer or job seeker, I’d love your feedback!


🗨️ Have thoughts or questions? Drop a comment below!

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mangesh
mangesh