resume_analyzer_ai

AI powered resume analyzer based on the given Designation and Job Description using Gemini model.

🤖 AI Resume Analyzer using Google Gemini AI

An intelligent AI-powered Resume Analyzer that compares resumes with Job Descriptions (JD), calculates ATS scores, identifies strengths and weaknesses, performs SWOT analysis, and provides personalized career recommendations using Google's Gemini AI.

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🌐 Live Demo

🔗 https://resumeanalyzerai3.streamlit.app

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📌 Overview

Hiring managers often receive hundreds of resumes for a single position. This project leverages Google Gemini AI to intelligently compare a candidate's resume with a given Job Description, providing a detailed ATS score and actionable insights to improve the candidate's chances of selection.

Unlike traditional keyword-based ATS tools, this application performs contextual analysis using Generative AI to evaluate resume quality, skill alignment, and overall job suitability.

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✨ Key Features

📄 Resume Upload

• Upload Resume in PDF format

📝 Job Description Input

• Paste any Job Description

🤖 AI Resume Analysis

• Google Gemini AI powered evaluation

📊 ATS Score

• Generates ATS Compatibility Score

✅ Resume vs Job Description Comparison

• Skill Alignment
• Keyword Matching
• Experience Matching

💪 Strength Analysis

• Core Technical Skills
• Project Relevance
• Domain Knowledge

⚠️ Weakness Analysis

• Missing Skills
• Missing Keywords
• Domain Gaps

📈 Selection Prediction

• Probability of Selection

🎯 Skill Gap Identification

• Missing Technical Skills
• Recommended Improvements

📚 SWOT Analysis

• Strengths
• Weaknesses
• Opportunities
• Threats

💡 Personalized Recommendations

• Resume Improvements
• Career Suggestions
• Interview Preparation Tips

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🏗️ System Architecture

                  Resume (PDF)
                       │
                       ▼
               Resume Text Extraction
                       │
                       ▼
            Job Description Input
                       │
                       ▼
              Google Gemini AI
                       │
        ┌──────────────┼──────────────┐
        ▼              ▼              ▼
 ATS Score      Resume Analysis   Skill Matching
        │              │              │
        └──────────────┼──────────────┘
                       ▼
          SWOT + Recommendations
                       │
                       ▼
             Detailed AI Report

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🛠️ Tech Stack

Technology	Usage
Python	Backend Development
Streamlit	Interactive Web Application
Google Gemini AI	AI-powered Resume Analysis
PyPDF2	Resume Text Extraction
Prompt Engineering	Intelligent AI Prompt Design
Markdown	AI Report Formatting

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📂 Project Structure

resume_analyzer_ai/

│── analysis.py
│── interface.py
│── pdf.py
│── requirements.txt
│── LICENSE
│── README.md

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⚙️ Installation

Clone Repository

git clone https://github.com/Lokeswari3173/resume_analyzer_ai.git

Move into project

cd resume_analyzer_ai

Install dependencies

pip install -r requirements.txt

Run Application

streamlit run interface.py

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📸 Application Screenshots

🏠 Home Page

📄 Upload Resume & Enter Job Description

📊 ATS Score Generation

✅ Resume vs Job Description Comparison,💪 Strength Analysis, ⚠️ Weakness Analysis,📈 Probability of Selection,🎯 Skill Gap Analysis,📚 SWOT Analysis,💡 Personalized Recommendations,📋 Overall Candidate Assessment,🤖 Final AI Generated Report

🔄 Workflow

Resume Upload
      │
      ▼
Extract Resume Text
      │
      ▼
Paste Job Description
      │
      ▼
Google Gemini AI Analysis
      │
      ▼
ATS Score Calculation
      │
      ▼
Resume vs JD Comparison
      │
      ▼
Strength Analysis
      │
      ▼
Weakness Analysis
      │
      ▼
Skill Gap Detection
      │
      ▼
SWOT Analysis
      │
      ▼
Recommendations
      │
      ▼
Final AI Report

# 🎯 Use Cases

- Students
- Freshers
- Experienced Professionals
- Career Coaches
- HR Professionals
- Recruiters
- Resume Optimization

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# 🚀 Future Enhancements

- 📥 Download AI Report as PDF
- 📊 Interactive ATS Dashboard
- 📈 Skill Match Visualization
- 🌍 Multi-language Resume Analysis
- 📝 AI Cover Letter Generator
- 🎤 Interview Question Generator
- 📄 Resume Builder
- ☁️ Cloud Storage Integration

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# 📚 Skills Demonstrated

✔ Python

✔ Streamlit

✔ Google Gemini API

✔ Prompt Engineering

✔ Natural Language Processing

✔ Resume Parsing

✔ Generative AI

✔ PDF Processing

✔ ATS Optimization

✔ LLM Applications

✔ AI Workflow Design

✔ UI Development

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# 👩‍💻 Author

## Mangasamudram Lokeswari

**Data Science | Machine Learning | Generative AI**

GitHub

https://github.com/Lokeswari3173

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# 📜 License

This project is licensed under the MIT License.

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