Overview
Resume Tailor is a self-hosted AI resume builder that tailors resumes to specific job descriptions using provider-agnostic AI routing — built for privacy, flexibility, and speed.
AI Product
Resume Tailor
An AI-powered resume tailoring web app. Profile-based, provider-agnostic AI routing, multi-format export, and privacy-first architecture.
Role
Product Designer & Full-Stack Developer
Team
Solo
Duration
Ongoing
Year
2026
Figma React Node.js OpenRouter Anthropic OpenAI
AI Web App Career Tools Full-Stack
Problem
The Challenge
Generic resumes don't work. Job seekers need resumes tailored per application, but manual tailoring is slow and inconsistent.
Research
Research & Insights
Studied resume tailoring workflows of job seekers. Identified that existing tools either lack AI intelligence or lock users into specific providers with privacy concerns.
Process
Design Process
Designed profile-first architecture — users build a master profile, then AI generates tailored versions per job. Built provider-agnostic AI routing supporting OpenRouter, Anthropic, and OpenAI. Implemented multi-format export (PDF, DOCX, Markdown).
Solution
The Solution
Self-hosted, privacy-first resume tailoring tool with master profile management, job description parsing, AI-powered tailoring, and multi-format export. Admin system for managing AI providers and configurations.
Outcome
Results & Impact
Active and functional. Demonstrates full-stack product thinking from UX research through to deployed AI product with real users.
Reflection
What I Learned
Building a tool I use daily sharpened my understanding of AI UX — the interface between human judgment and AI output needs careful calibration, not blind automation.