scus3 / stringmatchinglogic

Implemented the resume comparison feature to assess the similarity between the skills and experiences in the resume and predefined reference data. This tool is used to ensure the effectiveness of the resume comparison feature in "Gen AI: Generative User Profile Generator" Project.

FuzzyWuzzyLogic

This tool contains a Python script for matching skills and experiences from a resume with reference skills and experiences using the FuzzyWuzzy library.

Description

The script reads content from a JSON file containing resume data, including skills and work experiences. It then calculates similarity scores between the skills and experiences from the resume and predefined reference skills and experiences using the FuzzyWuzzy library.

Usage

1. Ensure you have Python installed on your system.
2. Install the required dependencies by running pip install -r requirements.txt.
3. Prepare your resume data in JSON format and save it as resume.json.
4. Run the Python script resume_matching.py.
5. The script will output matching experiences with high similarity scores and similarity scores for skills.

Requirements

• Python 3.x
• FuzzyWuzzy library

Files

• resume_matching.py: Python script for matching skills and experiences.
• resume.json: Sample resume data in JSON format.
• requirements.txt: List of required Python libraries.