AI Resume Tailor
AI-powered SaaS platform that reviews and tailors resumes to job descriptions using Google Gemini 2.5 Flash via Google AI Studio. Features resume parsing, structured AI analysis, MongoDB storage, Redis caching, and automated LaTeX-to-PDF generation on AWS EC2.
Project Overview
A comprehensive SaaS solution designed to help job seekers bypass ATS filters. The platform uses advanced LLM logic to analyze job descriptions and optimize resumes accordingly. Built with a focus on speed and reliability, it features a custom LaTeX-to-PDF pipeline running on a dedicated AWS EC2 instance.
Challenges Faced
Handling complex LaTeX rendering in a serverless environment.
Optimizing LLM response times for large resume files.
Managing high-frequency API calls to Google Gemini without hitting rate limits.
Key Results
- Achieved < 2s resume analysis time using Redis caching.
- Successfully processed 500+ resumes in beta testing.
- Integrated 100% automated LaTeX-to-PDF conversion.
Want to see more?
Check out the live deployment or the source code to see the full implementation.