AI Resume Intelligence & Candidate Prep
An AI resume intelligence pipeline for a recruitment technology platform that parses and rewrites candidate resumes, matches them against specific job descriptions, and generates fit scores and role-specific interview prep, built to scale to 3,500 requests per minute.
How we built it
We built a resume intelligence pipeline that parses multiple PDF and Word resumes simultaneously, rewrites and enhances bullet points, then runs each resume against specific job descriptions to produce match scores and fit statements. The API layer was designed to scale to 3,500 requests per minute for platform-wide deployment, and the system surfaces high-potential candidates that traditional keyword filters would have missed entirely.
Specifically, what we built
- AI parsing of multiple PDF and Word resumes with duplicate removal
- Bullet enhancement and two-line reformatting
- Resume-to-job-description fit matching and fit statements
- Scalable API infrastructure planned up to 3,500 requests/min