
MueenCVs
ActiveJuly 15, 2025
MueenCVs – AI-Powered CV & Cover Letter Generator
MueenCVs is a smart, AI-powered web application designed to help users generate personalized, professional CVs and cover letters tailored to any job in seconds. It uses LLMs to analyze job descriptions and optimize CV content — making job applications faster, smarter, and more effective.
About the Product
The idea came while I was learning Next.js and LLMs, and applying for jobs myself. I often had to edit my CV and write new cover letters for each role, which was time-consuming and repetitive. So I built a tool to solve that — first for myself, then opened it to the public.
Key Features
✨ AI-Powered Generation
- Automatically tailor CVs and cover letters to specific job descriptions
- Generate content based on user profile and role requirements
- Intelligent keyword extraction and optimization
📊 CV Scoring System
- Analyze CV content based on education, experience, certificates, and keywords
- Score and improve alignment with job descriptions
🎨 Professional Templates
- Multiple ATS-friendly styles
- Customizable sections, fonts, and layout
- Real-time previews and PDF export
💳 Credit-Based System
- Free credits to get started
- Stripe integration for purchasing more credits
- Real-time usage tracking
Tech Stack
Built with modern technologies for scalability, performance, and ease of use:
- Frontend: Next.js 14, TypeScript, Tailwind CSS, Framer Motion
- Backend & Auth: Supabase (PostgreSQL, RLS), LinkedIn OAuth
- AI Integration: DeepSeek API for LLM-powered generation
- Payments: Stripe for secure, credit-based access
- Deployment: Vercel (frontend), Supabase (backend)
Status
MueenCVs is live and in production. Actively maintained and updated with new features to enhance the user experience.