📄 ATS Resume Analyzer

A smart, AI-powered web application that evaluates resumes against job descriptions using both cloud-based (Google Gemini API) and local (Ollama LLMs) models. This tool helps job seekers assess how well their resume aligns with a target role and receive actionable insights to improve their chances in Applicant Tracking Systems (ATS).

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🔍 Features

✅ Analyze resume content against a job description
✅ Suggest missing skills, tools, or certifications
✅ Provide a match percentage score with reasoning
✅ Supports both cloud-based (Gemini 1.5/2.0) and local LLM (Ollama) options
✅ Extracts and cleans resume content from PDF uploads

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🧱 Project Versions

1. Gemini Vision Resume Analyzer

• Uses Gemini 1.5 Pro with Vision API.
• Converts PDF resumes into images.
• Sends visual content to Gemini for semantic analysis.
• Supports three AI prompts for:
  • Resume Strengths & Gaps
  • Skill Recommendations
  • Match Score Estimation

2. Local LLM with Ollama

• Uses local models like qwen2.5-coder:7b via the ollama CLI.
• Extracts text from PDFs using PyPDF2.
• Fully offline and cost-effective.
• Ideal for developers who prefer privacy or open-source solutions.

3. Gemini 2.0 Flash Text Analyzer

• Lightweight and fast version.
• Purely text-based using Gemini 2.0 Flash (or other Gemini models).
• Extracts resume text and combines with job description in prompt.
• Simple, scalable, and minimal dependencies.

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