Engineered for Truthful Resume Tailoring
Unlike generic AI tools that invent experience, JD → Resume is built around strict verification guardrails and deterministic skill matching.
Anti-Fabrication Guardrail
Guarantees 100% truthfulness. Automatically validates that no invented company names, fake promotions, altered date ranges, or exaggerated metrics are added to your resume.
Deterministic Skill Diffing
Performs exact keyword matching between job description requirements and your experience, calculating a transparent 0-100% match score.
Smart Normalization & Stemming
Intelligently bridges plurals (APIs ↔ API), acronyms (SSR ↔ Server-Side Rendering), and suffix words so your skills are matched accurately.
ATS-Optimized PDF Export
Generates clean, single-column, standard-font PDFs formatted specifically to pass Applicant Tracking System scanners.
Low-Latency Dual LLM Pipeline
Powered by Gemini 2.5 with constrained temperature (0.2) for reliable, low-variance tailoring in seconds.
Clerk & MongoDB Integration
Secure user authentication with Clerk and persistent MongoDB cloud integration for webhook user tracking.
Ready to tailor your application?
Paste your job description and resume to get an instant match score and ATS PDF.
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