JobFlow
AI-powered resume tailoring for every application
Problem
Job seekers waste hours manually tailoring resumes for each application, often missing critical ATS keywords and struggling with inconsistent formatting.
Solution
Built intelligent application system with React 19 / Vite frontend and Vercel serverless functions. Implemented 8-step AI pipeline using Claude Haiku 4.5: analyzes job posting, parses experience, matches skills with synonym handling, rewrites bullets to mirror job language, optimizes keyword placement, and scores final output. Server-side API proxy ensures security.
Impact
Generates ATS-optimized one-page resume + personalized cover letter in ~30 seconds. Tracks applications with status management and Gmail integration. Auto-deploys from GitHub, uses localStorage for privacy (no database).
Key Result
8-step pipeline with keyword matching, relevance scoring, and ATS optimization