In the realm of pumpkin cultivation, maximizing yield and quality is paramount. Agriculturalists are increasingly leveraging algorithmic strategies to achieve optimal pumpkin growth. Such innovative approaches leverage machine learning to identify parameters that influence pumpkin performance. By processing historical data and real-time environment