AI Resume Generator
Intelligent resume creation with semantic skill matching and ATS-friendly formatting.
Industry
HR Technology (demo)
Timeline
2 weeks
Stack
Next.js, OpenAI API, Puppeteer, Tailwind CSS, PostgreSQL
Role
Product Strategy + Full-stack Development + AI Integration
Problem
Job seekers needed personalized resumes that highlight relevant skills and experience for specific roles without manual formatting hassles. Generic templates weren't effective, and manual customization took hours per application with inconsistent results.
Approach
Built RAG system to semantically match job descriptions with user experience data. Created dynamic templates with intelligent highlighting of relevant skills and achievements. Implemented PDF export with clean typography, ATS-friendly formatting, and one-click generation workflow.
Results
Key Features
Job description input with intelligent role analysis and requirements extraction
Experience mapping interface with AI-powered skill matching suggestions
Template selection gallery with live preview and customization options
Semantic highlighting showcase of matched skills and relevant achievements
PDF export interface with formatting options and ATS optimization
Resume analytics dashboard tracking application success rates