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https://github.com/akash1070/ai-resume-analyser-with-nlp

AI Resume Analyser With NLP on Streamlit
https://github.com/akash1070/ai-resume-analyser-with-nlp

artificial-intelligence nlp-machine-learning nltk-python pyresparser resume-analyser spacy-nlp streamlit-webapp

Last synced: about 1 month ago
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AI Resume Analyser With NLP on Streamlit

Host: GitHub
URL: https://github.com/akash1070/ai-resume-analyser-with-nlp
Owner: Akash1070
Created: 2022-09-26T07:11:25.000Z (over 2 years ago)
Default Branch: main
Last Pushed: 2022-09-26T08:10:24.000Z (over 2 years ago)
Last Synced: 2024-04-05T11:45:28.184Z (9 months ago)
Topics: artificial-intelligence, nlp-machine-learning, nltk-python, pyresparser, resume-analyser, spacy-nlp, streamlit-webapp
Language: Python
Homepage:
Size: 1.42 MB
Stars: 9
Watchers: 2
Forks: 4
Open Issues: 0
Metadata Files:
- Readme: README.md

Awesome Lists containing this project

README

        # **AI Resume Analyser With NLP on Streamlit**

![Python 3.6](https://img.shields.io/badge/Python-3.6-brightgreen.svg)

• Please do ⭐ the repository, if it helped you in anyway.

## Preview

![Click HERE To View](https://github.com/Akash1070/AI-Resume-Analyser-With-NLP/blob/main/Screenshot.png)

## Authors

- [@Akash Kumar Jha](https://github.com/Akash1070)

## Deployment

 

    1. Model Building and Tuning

    2. Building Flask API

   

## Installation

To install the libraries used in this project. Follow the 

below steps:

```bash

#SET UP:

# 1. INSTALL BELOW LIBRARIES

        #pip install -r requirements.txt

        # pip install nltk

        # pip install spacy==2.3.5

        # pip install https://github.com/explosion/spacy-models/releases/download/en_core_web_sm-2.3.1/en_core_web_sm-2.3.1.tar.gz

        # pip install pyresparser

# 2. CREAT A FOLDER AND NAME IT (e.g. resume)

        #2.1 create two more folders inside this folder (Logo and Uploaded_Resumes)

        #2.2 create two python files (App.py and Courses.py)

# 3. START YOUR SQL DATABASE

# 4. CONTINUE WITH THE FOLLOWING CODE...

import streamlit as st

import pandas as pd

import base64,random

import time,datetime

#libraries to parse the resume pdf files

from pyresparser import ResumeParser

from pdfminer3.layout import LAParams, LTTextBox

from pdfminer3.pdfpage import PDFPage

from pdfminer3.pdfinterp import PDFResourceManager

from pdfminer3.pdfinterp import PDFPageInterpreter

from pdfminer3.converter import TextConverter

import io,random

from streamlit_tags import st_tags

from PIL import Image

import pymysql

from Courses import ds_course,web_course,android_course,ios_course,uiux_course,resume_videos,interview_videos

import pafy #for uploading youtube videos

import plotly.express as px #to create visualisations at the admin session

import nltk

nltk.download('stopwords')

```

    

## Running Flask Api

To run tests, run the following command

```bash

  python app.py

```

## 🚀 About Me

Data Scientist Enthusiast | Petroleum Engineer Graduate | Solving Problems Using Data 

# Hi, I'm Akash! 👋

## 🔗 Links

[![github](https://img.shields.io/badge/github-000?style=for-the-badge&logo=ko-fi&logoColor=white)](https://github.com/Akash1070)

[![linkedin](https://img.shields.io/badge/linkedin-0A66C2?style=for-the-badge&logo=linkedin&logoColor=white)](https://www.linkedin.com/in/akashkumar107/)

## Tech Stack

![Logo](https://businesstoys.in/assets/programs/full-stack-data-science-professional-program/tools.png)

## Other Me

👩‍💻 I’m interested in Petroleum Engineering

🧠 I’m currently learning Data Scientist | Data Analytics | Business Analytics

👯‍♀️ I’m looking to collaborate on Ideas & Data

## 🛠 Skills

1. Data Scientist

2. Data Analyst

3. Business Analyst

4. Machine Learning 

## Future Plans 

⚡️ Looking forward to help drive innovations into your company as a Data Scientist

⚡️ Looking forward to offer more than I take and leave the place better than i found