In the realm of pumpkin cultivation, maximizing yield and quality is paramount. Farmers are increasingly employing algorithmic strategies to achieve optimal pumpkin production. This innovative approaches leverage machine learning to identify parameters that influence pumpkin yield. By processing historical data and real-time environmental condition