Your resume, tailored by AI — one conversation
at a time.
Refyn is not a one-click generator. It's a collaborative AI agent that analyzes job descriptions, asks targeted questions, presents a plan, and generates LaTeX-quality resumes — with you in control at every step.
Why Refyn
Built differently, on purpose.
Most resume tools generate a document. Refyn runs a conversation. Here's what that means for you.
Conversational, Not Robotic
A 5-phase collaborative workflow. The AI asks questions, presents analysis, and refines with you — not just at you. You stay in control the whole time.
Hybrid Fit Scoring
40% keyword matching + 60% LLM qualitative analysis. See a before/after score for every tailoring session. Know exactly what improved.
Full Version Control
Every tailored version is saved with its complete conversation history. Re-tailor from any version, never lose your work.
LaTeX-First
Keep your own LaTeX template. A live editor with real-time PDF preview lets you see changes instantly. Full formatting control, always.
Smart Resume Library
Search, sort, and filter all your resume versions in one place. Paste a new job description to rank every resume by semantic fit.
Custom Prompt Templates
Customize the AI's tailoring strategy with editable prompt templates. Full control over how the agent thinks and acts.
How It Works
Five phases. One great resume.
Every tailoring session follows the same structured workflow — transparent, collaborative, and never a black box.
Paste & Analyze
Drop in any job description. The AI immediately parses the role, company, seniority level, must-have requirements, and key signals — without you lifting a finger.
Gap Analysis & Questions
The AI identifies strong matches, partial matches, and real gaps in your resume. Then it asks targeted questions to fill in what's missing — like "You mention Python but not FastAPI — do you have that experience?"
Review the Plan
Before touching your resume, the AI presents a detailed tailoring plan: what it will add, modify, or reframe. Approve, modify, or reject individual changes before anything is written.
LaTeX Generation
Your tailored resume is generated in your original LaTeX template. The live PDF preview compiles instantly. A before/after fit score shows exactly how much you improved.
Refine & Iterate
Not perfect? Continue the conversation. Give the AI feedback, ask for specific changes, or edit LaTeX directly. Every iteration is saved as a version in your library.
The Difference
Not another resume builder.
Most tools generate a document and call it done. Refyn is a structured collaboration between you and an AI that actually understands the job.
Ready to tailor your next resume?
Start a conversation with the AI. Paste a job description, answer a few questions, and watch your resume transform.
No credit card required.