Maximizing pumpkin output is a crucial goal for farmers. To achieve optimal results, innovative algorithmic strategies are increasingly being utilized. These algorithms can analyze vast datasets related to pumpkin growth, including soil conditions, weather patterns, and nutrient requirements. By