🤖 ResumeIQ – AI-Powered Resume Analyzer

Overview

ResumeIQ is an AI-powered resume analysis application designed to help job seekers evaluate and improve their resumes before applying for jobs. The application automatically extracts text from uploaded resumes, identifies key technical skills, assesses overall resume quality, and provides personalized improvement suggestions. It also performs ATS (Applicant Tracking System) compatibility analysis by comparing resumes with job descriptions to identify matched skills, missing keywords, and generate an ATS score. The system leverages Apache Tika for document parsing, Spring AI with Google Gemini for intelligent analysis, and RESTful APIs to deliver structured, actionable feedback.

Tech Stack

Backend: Java 21, Spring Boot, Spring AI
AI Model: Google Gemini
Document Parsing: Apache Tika
Data Format: JSON
Build Tool: Maven

Key Features

1) Upload resumes in PDF or document format.
2) Automatically extract resume text using Apache Tika.
3) Identify technical skills from resume content.
4) Evaluate resume quality using an LLM.
5) Generate personalized resume improvement suggestions.
6) Compare resumes against job descriptions for ATS compatibility.
7) Display ATS score, matched keywords, missing keywords, and summary.
8) Return structured JSON responses through RESTful APIs.

Project Workflow

Resume Upload

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Apache Tika extracts text

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Prompt Construction

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Spring AI ChatClient

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Google Gemini

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Structured JSON Response

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Resume Analysis / ATS Report