AI Health Prediction
System

Analyze Your Lifestyle With Machine Learning

Our AI platform collects lifestyle data — step count, screen time, sleep duration & more — from your Android device, and uses advanced ML models to predict stress, sleep quality and study productivity in real time.

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How Our System Works

Three intelligent stages from raw data to actionable health insight.

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Data Collection

Our Android app silently tracks step count, screen time, sleep duration, notification frequency & calories via Google Fit API and usage stats.

  • Steps
  • Screen Time
  • Sleep
  • Notifications
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AI Analysis

Data is synced to Firebase and processed by our Flask backend. Gradient Boosting and neural-network models evaluate behavioural patterns instantly.

  • ML Models
  • Firebase
  • Flask
  • Real-Time
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Prediction Results

Get clear predictions for stress level, sleep quality and study productivity with contribution breakdowns and personalised recommendations.

  • Stress
  • Sleep Quality
  • Productivity
  • Health Score

Dashboard Preview

A glimpse at the real-time metrics our AI monitors.

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Steps Today
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Sleep Duration
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Screen Time
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Stress Level

Powered By

PythonFlaskFirebaseScikit-Learn XGBoostGoogle Fit APIAndroidTensorFlow PythonFlaskFirebaseScikit-Learn XGBoostGoogle Fit APIAndroidTensorFlow

Access Your Dashboard

Enter your Firebase User ID to unlock personalised AI predictions.

Get The Mobile App

Start tracking your habits automatically on Android.

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