adisar6402/neurasoil

🌿 AI-powered, offline-first soil prediction system for rural African farmers. Built with React, Express, Drizzle ORM, and edge-AI simulation for the Africa Deep Tech Challenge 2025. # 🌿 NeuraSoil – AI-Powered Soil Prediction System **By Abdulrahman Adisa Amuda** An offline-first, AI-powered agritech platform developed for the **Africa Deep Tech Challenge 2025**. NeuraSoil empowers rural African farmers through predictive soil intelligence — even with no internet. It simulates underground water behavior, soil health, and crop suitability using edge computing and lightweight AI logic. --- ## 📌 Overview NeuraSoil is built with modularity, low-resource performance, and offline capability in mind. It combines a React dashboard, TypeScript backend, in-memory database, and rule-based prediction logic — simulating an end-to-end edge-AI solution for underserved farming communities. --- ## 🧱 System Architecture ### 🖼 Frontend - **React + Vite** – Fast dev experience - **Tailwind CSS** – Utility-first styling with agri-based theme - **Radix UI + shadcn/ui** – Accessible components - **Wouter** – Lightweight routing - **TanStack Query** – Data fetching and caching - **Multi-language Support** – English, Yoruba, Hausa, Swahili, French ### 🔧 Backend - **Express (ESM + TS)** – Modular REST API - **Drizzle ORM + PostgreSQL** – Schema-safe data storage - **Zod** – Runtime validation of inputs and DB operations - **TSX + esbuild** – Hot reload dev, fast build for prod ### 🧠 Machine Learning Engine - Rule-based mock prediction logic (resource-light) - Provides: - Soil health evaluation - Water movement prediction - Crop suitability detection --- ## 🧠 Key Features | Feature | Description | |---------------------------|-------------| | 🌡️ Sensor Simulation | Generates realistic readings every 30s (moisture, pH, pressure, temp) | | 🧠 AI Predictions | Local prediction engine using rules/thresholds | | 📈 Trend Insights | View historic readings and predicted patterns | | ⚠️ Alert System | Triggered warnings and critical alerts | | 🌐 Multi-language | Yoruba, Hausa, Swahili, French, English | | 📥 CSV …