I Built an Open Source AI Platform to Manage My Diabetes

📰 Dev.to · jlengelbrecht

Learn how to build an open-source AI platform to manage diabetes using AI and ML techniques

intermediate Published 25 Apr 2026

Action Steps

Collect and preprocess CGM data using tools like Python and Pandas
Build and train a machine learning model using libraries like scikit-learn or TensorFlow to analyze glucose patterns
Develop a web application using frameworks like Flask or Django to visualize and interact with the data
Implement AI-powered insights and recommendations using techniques like natural language processing or computer vision
Deploy and maintain the platform using cloud services like AWS or Google Cloud

Who Needs to Know This

This project is beneficial for data scientists, AI engineers, and healthcare professionals who want to explore the application of AI in managing chronic diseases like diabetes. It can also be useful for individuals who want to develop personalized healthcare solutions.

Key Insight

💡 AI and ML can be used to develop personalized healthcare solutions for managing chronic diseases like diabetes