trangannh/ptit-job-recommendation

Job Recommendation Model

This repository contains a job recommendation model based on skills and majors.

Usage

Installation

Clone the repository:

git clone https://huggingface.co/{username}/{repo_name}
cd {repo_name}

Run model

Change csv file path and run "RECOMMENDATION MODEL" part in Job_Recommendation_System.ipynb notebook

Test recommeded system

In TEST RECOMMENDED SYSTEM part of Job_Recommendation_System.ipynb notebook, change input_hard_skills, input_soft_skills, input_major and run code to receive result

API

To use this model, send a POST request to the inference API with the following JSON payload (change input_hard_skills, input_soft_skills, input_major for different results):

{
  "input_hard_skills": "Business, Finance, Excel",
  "input_soft_skills": "Communication, Teamwork",
  "input_major": "Marketing"
}
 result