Mezoutsena77/FINAL-YEAR-PROJECT

**Somalia Disease Surveillance Dashboard: Smart Survey & Machine Learning for Disease Prediction** # FINAL-YEAR-PROJECT **Somalia Disease Surveillance Dashboard: Smart Survey & Machine Learning for Disease Prediction** ### Academic Context - **Program**: Bachelor of Information Technology (BIT28) - **Institution**: SIMAD University, Somalia - **Project Type**: Final Year Capstone Project - **Year**: 2024 ### Project Scope A comprehensive web-based dashboard that combines machine learning algorithms with health surveillance data to predict and monitor disease outbreaks across Somalia's 51 districts and 17 regions. ## 👥 Development Team ### Student Developers 1. **bin Ali Salad** - Role: Lead Developer & Project Manager - Email: iskadeey20@gmail.com - Responsibilities: - Machine Learning Model Development - System Architecture & Design - Frontend Development - Project Management 2. **Ahmed Muse Ahmed** - Role: Co-Developer & Research Partner - Email: ahmed.muse@gmail.com - Responsibilities: - Data Analysis & Preprocessing - Backend Development - Testing & Quality Assurance - Research Support ### Academic Supervision 3. **DR Abdi Jalil** - Role: Project Supervisor - Email: Dr.abdijalil@simad.edu.so - Responsibilities: - Academic guidance and oversight - Research methodology supervision - Project evaluation and assessment ### System Architecture \`\`\` ┌─────────────────┐ ┌─────────────────┐ ┌─────────────────┐ │ Frontend │ │ Backend │ │ ML Models │ │ (Next.js) │◄──►│ (API Routes) │◄──►│ (ONNX) │ │ - Dashboard │ │ - Data API │ │ - 5 Algorithms│ │ - Maps │ │ - Auth API │ │ - 3 Diseases │ │ - Analytics │ │ - CSV Parser │ │ - Preprocessor│ └─────────────────┘ └─────────────────┘ └─────────────────┘ │ │ │ ▼ ▼ ▼ ┌─────────────────┐ ┌─────────────────┐ ┌─────────────────┐ │ UI Components │ │ Data Storage │ │ Model Files │ │ - Charts │ …