FarmEase
Comprehensive AI-powered agricultural platform serving 4 user roles (Farmers, Laborers, Employees, Admins). Features PlantNet API disease detection, 95%+ accuracy crop recommendations, and government market data integration from agmarket.gov.in.
FarmEase is a comprehensive full-stack web platform revolutionizing agriculture through AI-powered insights, real-time data integration, and intelligent connectivity. The platform serves as a unified ecosystem for farmers, agricultural workers, support staff, and administrators, addressing critical challenges in modern farming. Key features include AI-powered Pesticide Detection integrating PlantNet API with MongoDB treatment database, providing verified pesticide recommendations, dosages, and organic alternatives. The intelligent crop recommendation engine achieves 95%+ accuracy using ML API integration, analyzing soil parameters (NPK, pH, temperature, humidity, rainfall, carbon, soil type). Real-time weather forecasting with automatic geolocation provides 24-hour/5-day predictions and agriculture-specific metrics. The AgroBridge workforce management module enables farmers to post work opportunities with real-time notification system for application tracking and labor coordination. Government market data integration from agmarket.gov.in provides live commodity prices across states with multi-filter search functionality. The machinery rental marketplace features 8+ equipment types with search, filtering, and availability tracking. Secure authentication system with JWT tokens, bcrypt password hashing, HTTP-only cookies, and OTP-based email verification. Multi-tier support system with user queries, employee tickets, and admin oversight for comprehensive platform governance. Deployed on Vercel with MongoDB Atlas, achieving responsive mobile-first design with Framer Motion animations and Radix UI accessible components.
- AI Pesticide Detection - PlantNet API with MongoDB treatment database
- Crop Recommendation Engine - 95%+ accuracy analyzing NPK, pH, soil parameters
- Multi-role Ecosystem - Farmers, Laborers, Employees, and Admins
- AgroBridge Workforce Hub - Smart farmer-worker matching with notifications
- Government Market Prices - Live data from agmarket.gov.in with filters
- Hyperlocal Weather - 24-hour/5-day forecasts with agricultural metrics
- Machinery Rental Marketplace - 8+ equipment types with availability tracking
- OTP-based Email Verification - Secure profile updates with Nodemailer
- Disease Treatment Database - Verified pesticides, dosages, organic alternatives
- Real-time Notifications - Application tracking and labor coordination
- Admin Analytics Dashboard - Comprehensive platform governance
- Multi-tier Support System - User queries, employee tickets, admin oversight
- JWT/bcrypt Security - HTTP-only cookies, secure authentication
- Mobile-first Design - Responsive with Framer Motion animations