Constructing robust and scalable data pipelines is paramount critical in today's data-driven realm. To ensure maximum performance and reliability, pipelines must be engineered to handle expanding data volumes while maintaining integrity. Implementing a organized approach, incorporating automation and monitoring, is crucial for building pipelines th