Resume_Analyzer

Overview

The Resume Analyzer project is a smart tool built using Python and Machine Learning to analyze resumes. It extracts information from resumes, applies Natural Language Processing (NLP) techniques, calculates a resume score, and provides custom-built recommendations, resume writing tips, and suggestions to enhance the quality of the resume.

Features

• Resume Information Extraction: Utilizes NLP techniques to extract relevant information from resumes.
• Resume Scoring: Calculates a resume score based on various criteria.
• Custom Recommendations: Provides personalized recommendations to improve the resume.
• Resume Writing Tips: Offers tips and suggestions for effective resume writing.
• User-Friendly Interface: Implemented using Streamlit for easy interaction. Users can drag and drop their resume files.

Requirements

• Python 3.x
• Required Python packages (install using pip install -r requirements.txt):
  • spacy
  • nltk
  • PyReparser
  • scikit-learn
  • streamlit

Setup

1. Clone the repository:

   git clone https://github.com/FreyaJain/resume-analyzer.git
   cd resume-analyzer