---
title: Engine Predictive Maintenance
emoji: 🔧
colorFrom: blue
colorTo: red
sdk: docker
app_file: src/app.py
pinned: false
---

# Engine Predictive Maintenance System

Predictive maintenance application for engine failure classification using sensor data.

## Features

- Real-time engine condition prediction
- Interactive sensor visualizations
- Model inference from trained Random Forest classifier
- Modern Streamlit interface

## Usage

Enter sensor values (RPM, pressures, temperatures) to get real-time predictions about engine health.

## Model

Trained Random Forest model with hyperparameter tuning, deployed from Hugging Face Model Hub.