Amzilynn/EspritMaratech2026-Pipop

Omnia – Humanitarian Intelligence Platform is a full-stack AI-powered system designed for a Tunisian humanitarian association to manage aid distribution, beneficiary tracking, and intelligent vulnerability scoring using modern web technologies and machine learning. # Association Omnia - Humanitarian Intelligence Platform Omnia is a modern, full-stack platform designed for a Tunisian humanitarian association. It aims to bridge the gap between financial support and moral assistance for underprivileged families, the elderly, and people with reduced mobility. ## Project Architecture The platform is built using a modern microservice-style architecture: ### 1. Frontend (Vue.js 3) * **Front Office**: A high-contrast, ultra-accessible public website for members and donors. Integrated with a custom AI Voice Assistant (TTS) and biometric Face ID login. * **Back Office (Admin Dashboard)**: A powerful interface for administrators and field managers to track beneficiaries, visits, and aid distribution. ### 2. Backend (NestJS) * Built with **TypeScript** and **Node.js**. * **Database**: PostgreSQL with TypeORM for robust data management. * **Authentication**: Multi-modal (JWT + Biometric Face ID integration). * **Integration**: Connects directly with the ML service for intelligent scoring and OCR. ### 3. ML Service (FastAPI) * **Vulnerability Scoring**: Custom algorithm to prioritize aid based on economic, health, and social factors. * **OCR Scanner**: Medical prescription extraction using EasyOCR. * **Face Recognition**: Biometric identity verification using VGG-Face models. ## Key Features * ** Accessibility First**: Built to WCAG standards with a built-in Voice Assistant that provides spoken descriptions and visual feedback (pulsing animations). * ** Medical OCR**: Users can scan their medical prescriptions; the system automatically extracts the text and maintains a digital history. * ** Biometric Face ID**: Register and log in using your face. The ML service handles 2622-dimension vector matching for high accuracy. * ** Predictive Dashboard**: Administrators can see future needs and potential crises before they happen using AI-driven insights. * ** Modern Design**: A premium "Omnia Design System" …