devinfinitee/Gluco-Bridge

GlucoBridge: A digital tool to close the gap between community screening and clinical care in Nigeria. Users upload glucometer photos for automated interpretation, education, and GPS-guided referrals to nearby clinics. Our goal is early detection to reduce preventable diabetes complications. # Gluco-Bridge: Empowering Global Diabetes Management ## Mission: Bridging Healthcare Gaps for a Healthier World **Gluco-Bridge** is an innovative health technology solution designed to democratize diabetes management and prevention across the globe. Our mission is to empower individuals, especially in resource-limited regions, with accessible tools to monitor, understand, and manage their blood glucose levels effectively. ### The Global Impact Diabetes affects over 400 million people worldwide, with the majority living in low and middle-income countries where healthcare access is limited. Gluco-Bridge addresses this critical gap by providing: - **Accessible Glucose Monitoring**: Simple, mobile-first interface for logging and tracking blood glucose readings - **AI-Powered Insights**: Real-time analysis and personalized health guidance through advanced AI technology - **Risk Assessment**: Comprehensive diabetes risk screening using evidence-based health indicators - **Educational Resources**: Curated health tips and lifestyle recommendations - **Privacy-First Design**: Secure data handling with user consent and transparent privacy practices ### Key Features 1. **Glucose Entry & Analysis** - Manual entry with multiple glucose units (mg/dL, mmol/L) - Intelligent glucometer image scanning using Tesseract OCR - Automatic glucose value extraction from device photos - Support for both fasting and random glucose tests 2. **Risk Screening** - Multi-factor diabetes risk assessment - Evidence-based evaluation based on age, BMI, family history, and lifestyle factors - Personalized risk level categorization 3. **AI Assistant** - Powered by Google Gemini API - Context-aware health guidance based on user glucose readings - Suggested questions about results and health management - Restricted to health-related queries to ensure accuracy 4. **Mobile-Optimized Camera Features** - Real-time camera access on mobile and desktop devices - Image preprocessing and enhancement - Ac …