DiaMate
AI-Powered Diabetes Risk Detection Platform
Description
DiaMate is a web-based platform designed to help users detect early risks of diabetes through a machine learning approach.
By combining AI technology and a user-friendly interface, DiaMate enables users to understand their health conditions earlier and receive recommendations for a healthier and more preventive lifestyle.
Background
Diabetes is one of the growing health problems, including in Indonesia. However, the level of awareness and early detection is still relatively low, especially among young people.
Many individuals are unaware of the risk factors they have due to limited access to easy-to-use and informative detection tools.
DiaMate was developed as a digital solution to provide more accessible, fast, and data-driven risk detection, allowing users to take preventive measures before the condition develops more seriously.
Main Features
Interactive self-assessment to collect user health data
Prediction of diabetes risk using machine learning models
Monitoring dashboard for tracking health data (blood sugar, weight, etc.)
Recommendations for activities and lifestyle based on analysis results
AI Chatbot for health education and personal interaction
Authentication system for a more personal and secure experience
Roles & Contributions
Developing the application frontend using Next.js with a focus on user experience
Designing the interaction flow (UX flow) to be easily used by various groups
Integrating machine learning APIs into the frontend system
Building an interactive dashboard display for health data visualization
Collaborating in the development of the AI Chatbot feature for user education
Optimizing application performance for efficient data processing and presentation
Impact & Results
Helping to increase public awareness of diabetes risks
Simplifying the early detection process independently and based on data
Providing actionable insights for lifestyle changes
Presenting a more accessible and user-friendly digital health solution