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Roshanmpraj/employee-salary-prediction

sourceHugging Faceupdated 3mo agoView on Hugging Face
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App README

Employee Salary Prediction MLOps

Business Problem

Predict employee salary using:

  • —Age
  • —Experience
  • —Education
  • —SkillScore

Tech Stack

  • —Python
  • —Pandas
  • —NumPy
  • —Scikit-Learn
  • —FastAPI
  • —Joblib
  • —Docker
  • —GitHub
  • —Hugging Face

Project Structure

salary-prediction-mlops/
│
├── app.py
├── Dockerfile
├── requirements.txt
├── README.md
└── models/
    ├── model.pkl
    └── encoder.pkl

API

Home

GET /

Response

json
{
    "message": "Salary Prediction API Running"
}

Prediction

GET /predict?age=30&experience=5&education=Masters&skillscore=80

Example Response

json
{
    "Predicted Salary": 1250000
}