kanika-07cs/nabard_hackathon

# 🛡️ RuralShield AI > **AI-Powered Cash Flow Prediction & Financial Risk Intelligence for Rural Micro Enterprises** **Tagline:** *Predict. Protect. Prosper.* --- ## 📖 Overview RuralShield AI is an AI-powered financial intelligence platform designed to improve financial inclusion for rural micro enterprises. The platform predicts future cash flow, detects potential financial risks, and generates intelligent credit recommendations using machine learning. By leveraging financial records, digital payment history, seasonal business trends, market conditions, and alternative financial indicators, RuralShield AI enables banks and financial institutions to make faster, smarter, and more inclusive lending decisions. --- ## 🚀 Problem Statement Millions of rural micro enterprises struggle to access formal credit because: - Lack of formal financial records - Seasonal and irregular income - Limited credit history - Manual credit assessment - High loan default risks Traditional lending systems evaluate historical financial data, making it difficult to assess the true financial health of rural businesses. --- ## 💡 Our Solution RuralShield AI uses Artificial Intelligence and predictive analytics to: - 📈 Predict future cash flow - ⚠ Detect financial risks early - 💳 Generate AI-powered credit recommendations - 📊 Evaluate overall business health The platform helps lenders reduce financial risk while improving access to credit for deserving rural entrepreneurs. --- # ✨ Features - 📈 AI-based Cash Flow Prediction - ⚠ Financial Risk Detection - 💳 Smart Credit Recommendation - 📊 Business Health Score - 👨‍🌾 Entrepreneur Dashboard - 🏦 Bank Officer Dashboard - 👨‍💼 Administrator Dashboard - 🔐 Secure Role-Based Access - 📉 Interactive Analytics Dashboard --- # 🏗 Technology Stack ## Frontend - React.js ## Backend - Node.js - Express.js ## AI / Machine Learning - Python - Scikit-learn ## Database - MySQL ## APIs - REST APIs ## Tools - Git - GitHub - Render --- # …