ResumeIQ
AI resume analyzer that scores compatibility and surfaces skill gaps against job descriptions
ResumeIQ featured view
AI resume analysis dashboard
Full-Stack Developer
June 2026
Solo project
Overview
ResumeIQ is an AI-powered resume optimization platform that compares a user's resume with a job description and provides compatibility analysis, identifies missing qualifications, and recommends improvements to increase interview opportunities.
I designed and developed the web application end-to-end. Supabase handles resume storage and authentication. The Gemini API evaluates resume compatibility with job postings through engineered prompt workflows that classify job requirements into Must Have, Nice to Have, and Skill Gaps categories.
I built an AI recommendation engine that suggests which projects, skills, and experiences should be emphasized based on the target job. AI responses are structured into a predefined JSON format for consistent frontend rendering. The dashboard — built in Next.js and TypeScript — handles resume uploads and displays all AI-generated insights.
What I did
Concrete contributions I owned on this project:
- Designed and developed a web application that analyzes resumes against job descriptions using Generative AI
- Engineered prompt workflows that classify job requirements into Must Have, Nice to Have, and Skill Gaps
- Built an AI recommendation engine suggesting projects, skills, and experiences to emphasize per role
- Structured AI responses into a predefined JSON format for consistent frontend rendering
- Implemented resume storage and authentication using Supabase
- Developed a modern Next.js + TypeScript dashboard for uploading resumes and viewing AI-generated insights
Challenges
- Designing prompts that return structured, consistent JSON across varied resume and job description inputs
- Building reliable AI guardrails to prevent hallucinations in recommendations