Strict Anti-Hallucination AI Platform
Make your merit visible.
Tailored factual career intelligence.
Meritlyra is the AI Career Intelligence Platform that aligns your verified experience against target job postings. We generate customized, ATS-ready resumes and cover letters—without ever fabricating metrics, tools, or roles.
100% Provenance BackedDeterministic PDF ExportInteractive Two-Panel Editor
Engineered for Truth, Not Just Text Generation
How Meritlyra delivers bulletproof career documents.
Zero-Tolerance Anti-Hallucination
Every single generated bullet point is verified against candidate facts. Numerical metrics, percentages, and tools are strictly audited against raw source evidence.
Groq Reasoning Orchestration
Powered by high-reasoning gpt-oss-120b for resume rewriting and fast extraction via gpt-oss-20b, enforcing strict JSON schemas.
Deterministic PDF Rendering
Export authoritative DOCX and PDF documents using headless LibreOffice. No browser print-to-PDF quirks, font clipping, or unexpected pagination jumps.