In today's data-driven business environment, accessing timely and trustworthy data is crucial for informed decision making. Developing scalable data pipelines is critical to streamlining this process, enabling businesses to interpret valuable intelligence from their vast data repositories. A well-designed pipeline enables the efficient flow of data