What I Built
A full-stack AI application that scores how well a resume matches a job description — giving candidates a score from 0–100 across 5 categories with specific improvement suggestions.
User flow:
Upload a resume PDF
Paste a job description
Building an AI Resume Scorer with AWS Textract and Claude
What I Built A full-stack AI application that scores how well a resume matches a job...
TL;DRAI
AWS Textract + Claude score resumes against job descriptions 0–100 across 5 dimensions (Skills/Keywords/Experience/Education/ATS formatting). ECS Fargate + CloudFront demonstrates running sync Claude analysis (10–30s) in production—a pattern replicable for hiring automation and decision workflows.
1,378 words~6 min read
