Recruiter-AI

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An advanced real time job recommendation system and resume analyzer and Analyzes the resume and suggest the jobs based on resume using real time data.

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# 💼 Recruiter AI: An Advanced Real-Time Job Recommender and Resume Analyzer 🤖

Welcome to the **Recruiter AI** project repository! 🌟

## Project Overview

This project focuses on implementing a resume screening and job recommendation system using a domain adaptation approach based on Encoder-Decoder Model i.e BERT. The primary goal is to extract latent features from job posts and resumes using BERT. Subsequently, the system classifies resumes based on the matched job roles.

## Modules

### 1. Predicting Category

- Description: Predict the category of a resume based on its content.
- Key Components:
  - Data loading and preprocessing
  - Glove Tokenizer
  - Message Passing Layer
  - BERT For Resume Classification which consists of 23 labels.

### 2. Matching Score Between Resume and Description

- Description: Compute a matching score between a given resume and a job description.
- Key Components:
  - Text preprocessing
  - Named Entity Extraction
  - Keyword Extraction
  - Score Computation

### 3. Job and Skill Recommendation System

- Description: Recommend relevant job roles and skills to candidates based on their resume content and the predicted job category.

### 4. Real-time Job Web Scraping

- Description: Continuously scrape up-to-date job listings from various websites, suitable for the predicted job category.
- Key Components:
  - Web scraping techniques
  - Data enrichment

## Output

https://github.com/Leelaprasad001/Recruiter-AI/assets/76583080/514714f8-aeb3-4d70-b946-d73bd9e11d9f

<a href="https://clipchamp.com/watch/bzYojGhbfKT" >Demo Link</a>
    
## Usage

1. Clone this repository:
   ```bash
   git clone https://github.com/Leelaprasad001/Recruiter-AI.git

Recruiter-AI

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