Resume Screening: An AI Driven User Profile Screening Tool.

About

Resume Screening is an efficient recruitment assistant powered by OpenAI's GPT-3.5. The tool allows recruiters to upload resumes(in file format Doc/Docx/PDF) along with a job description. As a result, the tool will provide an evaluation of passed resume against the provided job description and give insights into the suitability of the candidate for the role.

Features

• Upload of resumes in Doc/Docx/PDF format only.
• Provide a job description to compare the resumes against.
• Analysis of resumes using OpenAI GPT-3.5 to generate Matching score & Suitability remarks.
• Response of the Tool with columns uploaded resume file name, analysis response, score, and suitability.

Requirements

• Node
• Express
• Multer
• OpenAI
• Pdf-parser
• Mammoth
• TypeScript

Setup

1. Clone the repository.

   git clone https://github.com/patrixshah/ResumeScreening.git
   

2. Change directory to the cloned repository.

   cd ResumeScreening
   

3. Code structure of Project

    /ResumeScreening
    |-- /src
    |   |-- /routes
    |   |   |-- resumeRoutes.ts
    |   |-- /interfaces
    |   |   |-- analysisResult.ts
    |   |-- server.ts
    |   |-- app.ts
    |   |-- analyzeResume.ts
    |-- /tests
    |   |-- resumeRoutes.test.ts
    |   |-- Sample-Resume.docx
    |   |-- Sample-Resume.pdf
    |   |-- Postman-Testing.png
    |-- .env-sample
    |-- .eslintrc.js
    |-- .prettierc
    |-- package.json
    |-- tsconfig.json
    |-- jest.config.js
    |-- /uploads

4. Install development dependencies.

   npm install typescript supertest jest ts-jest eslint eslint-config-prettier eslint-plugin-prettier @types/node @types/express @types/multer @types/pdf-parse @types/supertest @types/jest @typescript-eslint/eslint-plugin @typescript-eslint/parser -D
   

   npm install --save-dev ts-node
   

5. Install the required packages.

   npm update
   

6. Update the OpenAI API key in the openai.api_key = "OPEN AI KEY" line with your own key.

7. Run the application.

   npm run dev
   

8. Build the application source code.

   npm run build
   

9. Perform testing of application. Make sure that application is running and then you can perform automated test using following statement.

   npm run test
   

10. To perform API testing using Postman

Usage

1. Access the tool by visiting http://localhost:5000 in your browser.
2. Upload the desired resumes.
3. Provide a detailed job description.
4. Click on "Submit" to get the analysis.

Limitations

1. As the tool uses the OpenAI API, you will need a valid API key which might have associated costs.
2. The current version supports resumes in Doc/Docx/PDF format only.

Contributing

Feel free to submit pull requests, raise issues, or give feedback. Your contributions are welcome!

If you find this tool useful, please give us a ⭐! Starring the repository supports the project and encourages further development.

License

This project is open source and available under the MIT License.