Resume Screener — Web Application (Personal Project), 2025
Developed a resume screener web application that ranks candidates by job-fit score using NLP-based keyword matching. Designed end-to-end user flows and structured data handling to support data-driven ranking functionality. Conducted peer user testing and iterated on both UI and matching logic to reduce manual screening effort. • Implemented candidate ranking logic based on keyword/job-fit scoring. • Built structured data handling and functional UI workflows. • Performed user testing and iterated matching logic. • Validated that the system ranked candidates by relevance.