Farheen-Arsalan/AI_Resume_Analyzer

Farheen Shaukat

Data Scientist

NLTK

AI Resume Analyser With NLP on Streamlit

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Demo

Authors

Farheen Shaukat

Deployment

Model Building and Tuning

Building Flask API

Installation

To install the libraries used in this project. Follow the below steps:

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

CREATE 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)

START YOUR SQL DATABASE

CONTINUE WITH THE FOLLOWING CODE...

import streamlit as st

import pandas as pd

import base64,random

import time,datetime

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

python app.py

I'm a full stack Data Scientist

Hi, I'm Farheen!

Tech Stack

1.Python

2.Machine Learning

3.Deep Learning

4.Data Science

5.Power Bi

6.Tableau

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Posted Jun 15, 2023

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