SmartAgroBiz: ML-Powered Farming and E-Commerce Solution

The farming industry encounters serious challenges that include market inefficiencies,volatility in prices, and climactic risks. SmartAgroBiz is a technology-driven mobile-enabledplatform that eliminates these problems through the filling of the gap that exists between farms andmarkets so that stable returns are realized at the same time as reducing wastage and eradication ofintermediaries. Advanced machine learning algorithms like Random Forest and ARIMA are utilizedthrough the platform for predictive analytics covering crop production, market dynamics, and climaticconditions. By incorporating real-time demand information and a safe digital payment platform,SmartAgroBiz increases transparency and efficiency in farm trade. Not only does the platformempower farmers with technology-enabled decision-making capabilities, but it also supports globalsustainability efforts like the United Nations Sustainable Development Goals (SDGs). This paperdiscusses the architecture of the system, machine learning integration, and its effects on sustainableagriculture, economic development, and food security. In addition, it addresses the difficulty ofapplying such a solution and provides future enhancements, such as AI-powered supply chainoptimization and blockchain traceability. SmartAgroBiz is a substantial advancement toward aneffective, profitable, and sustainable agricultural system.