Weclome to HR Classification problem

This repo demonstrates a testing solution to industrialize a classification model that helps HR whether the candidate competences match data engineer, data science or data analysis position.

Kindly run this before running the code ti install the required packages

pip install -r requirement.txt

⚠️ Also, I am working on Python version 3.9.12, make sure to update your python version!

Note: To run the Flask API, please got to the root and execute this first

export FLASK_APP='app.py'

then run the flask app

run flask

To Test the API after running the flask app,
the Route of the API is: /Submit
and please use this JSON format in Postman program or any other program to test it:

{
    "Entreprise": "ali",
    "Technologies": "Python/Microsoft Azure/R/SQL",
    "Diplome": "Master",
    "Experience": "7",
    "Ville": "Paris"
}

For testing using .csv file, kindly use the Route /SubmitFile.

To run the ML-model (Training) please execute this

python3 main.py

⚠️ It will take some time because of the model tuning, sorry about that ^_^

AliMassoud/HR-Classification-Problem

Weclome to HR Classification problem