A machine learning-based solution designed to predict metabolic syndrome risk using clinical, demographic, and lifestyle data.

Health Risk Prediction by BMI is a Streamlit app that predicts health risks (diabetes, pneumonia, cancer) based on age, gender, smoking status, and BMI. Utilizing a logistic regression model saved with Pickle, it offers a user-friendly interface and data visualizations with Matplotlib and Seaborn.