I have implemented a small diabetes predictor from data of more than 768 female patients, I have taken the data from the web:

https://www.kaggle.com/uciml/pima-indians-diabetes-database/data
It is a database of diabetes patients from India.

The algorithm that I have implemented uses Machine Learning, specifically the K-Neighbors technique.