Maximizing pumpkin production is a crucial goal for growers. To achieve optimal results, advanced algorithmic strategies are increasingly being utilized. These algorithms can interpret vast information related to pumpkin growth, including soil conditions, weather patterns, and nutrient requirements. By identifying trends and correlations within