ResumeIQ
A full-stack resume analyzer with ATS-style scoring, job-description matching, quotas, analysis history and printable reports.
Engineering decisions behind ResumeIQ.
Interfaces, application logic and production experience move together—not as isolated layers.
What I worked on.
Built the public product experience, authentication, protected dashboard, document analysis pipeline, database models and reporting flow.
A complete SaaS practice project covering product marketing, authentication, file parsing, scoring logic, persistence and reporting.
What the project includes.
- Cookie-based authentication and protected routes
- PDF and TXT resume upload
- ATS-style quality and structure analysis
- Job-description keyword matching
- Usage quota and analysis history
- Printable, downloadable reports
How the work was approached.
- 01
Stored analysis history so scoring becomes a trackable workflow instead of a one-off tool.
- 02
Combined resume structure checks with keyword matching for a more useful report.
- 03
Used print-friendly browser output to keep report export dependable and accessible.
Technology used on this project.
The stack below reflects the tools and platform involved in my contribution—not a generic list of everything I know.