yusuufmm/SmartMobilityA

AI-powered platform integrating transportation and delivery services for keke napep and okada operators in Nigeria, with real-time tracking, expense optimization, and service ratings. # Smart Mobility and Delivery Solution ## Overview Smart Mobility and Delivery Solution is an innovative platform addressing transportation and logistics challenges in Nigerian cities. By leveraging AI and Operations Research, we enable auto-rickshaw (keke napep) and motorcycle (okada) operators to optimize their operations while providing dual-purpose services - passenger transport and delivery. Our solution bridges the gap between traditional transportation services and modern logistics demands, helping operators maximize their earning potential while providing reliable services to customers. ## Key Features ### For Operators - 🤖 AI-powered expense tracking and optimization - 📊 Real-time earnings analytics and suggestions - 🗺️ Intelligent route optimization - 📱 Dual-service mode switching (transport/delivery) - ⭐ Performance and rating management ### For Customers - 📍 Real-time service tracking - 🔄 Flexible booking (transport or delivery) - ⭐ Service rating system - 💰 Transparent pricing - 📱 Mobile-first user interface ## Technology Stack ### Frontend - React.js 18.x - Redux for state management - Material-UI components - Progressive Web App (PWA) capabilities ### Backend - Node.js with Express - MongoDB for database - JWT authentication - WebSocket for real-time updates ### AI/ML Components - TensorFlow for predictive modeling - Python for data processing - OpenAI GPT for natural language processing - Scikit-learn for statistical analysis ### DevOps & Infrastructure - Docker containerization - AWS deployment - EC2 for hosting - S3 for storage - CloudFront for content delivery - CI/CD with GitHub Actions ## Setup Instructions ### Prerequisites - Node.js (v18.x or higher) - MongoDB (v6.x or higher) - Python (v3.9 or higher) - Docker (optional) ### Local Development Setup 1. Clone the repository: ```bash git clone github.com cd smart-mobility-solution ``` 2. Install dependencies: ```bash # Install …