Updated Project: Updated CV Score
ScanMyResume
ScanMyResume is a web app that gives AI feedback on resumes. Users upload their CV as a PDF and receive structured feedback about clarity, structure, skills, and overall impact.
I started bui…
Updated Project: Updated CV Score
ScanMyResume
ScanMyResume is a web app that gives AI feedback on resumes. Users upload their CV as a PDF and receive structured feedback about clarity, structure, skills, and overall impact.
I started building this project before December to learn how to build a real SaaS product. I wanted to understand authentication, subscriptions, backend logic, and how to work with AI APIs in production.
The app includes secure file handling, server-side validation, and Stripe subscription logic. The core features are almost complete, and I am currently testing and improving performance and user experience.
This project helps me learn full-stack development by building something real and production-focused.
I implemented the AI analysis system by sending the uploaded resume content to an AI API from the server. The resume text is extracted and formatted into a structured prompt that asks the AI to evaluate clarity, structure, skills, and overall impact. The response is then parsed and displayed in a clean, organized format for the user.
This allows users to receive detailed, structured feedback instead of generic suggestions.
