dabetai

Wearables-Driven Preventive Ecosystem for Diabetes Complications

A comprehensive health platform moving beyond simple monitoring to active prevention. dabetai predicts critical complications like Retinopathy and Nephropathy before they become irreversible.

dabetai

The Challenge

Challenge

Diabetes management is often reactive. Patients lack visibility into the silent progression of dangerous complications, while doctors suffer from a lack of continuous, real-time data.

Solution

An interconnected ecosystem that fuses real-time biological data with clinical oversight, utilizing predictive models to alert both patients and doctors about specific risks.

Ecosystem

Landing Page

Educational and marketing landing page that presents the preventive ecosystem, highlighting how wearables and AI integrate to deliver real-time diabetes risk prevention.

Astro
Tailwind CSS
Landing Page

Complication Prediction Core (AI)

The system's heart. It processes user and sensor data to forecast the risk of specific complications: Retinopathy, Nephropathy, Neuropathy, and Diabetic Foot.

FastAPI
MongoDB
PostgreSQL
scikit-learn
XGBoost
Complication Prediction Core (AI)

Mobile App (Patient Hub)

Acts as the central hub for the patient. Beyond standard logging (glucose/food), it syncs with wearables (CGMs) to extract biomarkers like heart rate and sleep quality in real-time.

React Native
Expo
Tailwind CSS
Mobile App (Patient Hub)

Medical Portal (Oversight)

Allows physicians to link with patient accounts for remote supervision. It transforms raw daily data into clinical insights, enabling doctors to receive alerts and intervene remotely.

Angular
Tailwind CSS
Medical Portal (Oversight)

RESTful API

Core backend API powering the ecosystem, handling authentication, patient management, clinical data integration, and secure communication between all components.

NestJS
PostgreSQL
RESTful API

AI Inference API

Dedicated API for AI model inference, processing real-time biometric data to deliver risk predictions for diabetes complications through optimized endpoints.

FastAPI
Python
MongoDB
AI Inference API

Ready to Build Something Extraordinary?

Interested in the impact of dabetai? Let's talk about how I can bring similar technical excellence to your next big idea.

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