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