Description

Healthcare Prediction System (HealthPredictAI)

Built a machine learning-powered web application for predicting health risks related to diabetes and heart disease based on patient health metrics.

Key Contributions

  • Built preprocessing pipelines in Pandas, handling missing values and feature scaling
  • Engineered features and trained a Logistic Regression model improving accuracy to 83%
  • Built a Flask web interface for real-time health risk assessment
  • Deployed the system to provide accessible health risk predictions

Skills

  • Python
  • Pandas
  • Machine Learning
  • Flask
  • Data Preprocessing

Read More

For a detailed walkthrough of the machine learning approach and insights, check out this article: Using AI to Predict Diabetes and Heart Disease

🔗 Links & References