Constructing robust and scalable data pipelines is paramount essential in today's data-driven landscape. To ensure optimal performance and reliability, pipelines must be engineered to handle burgeoning data volumes while maintaining integrity. Implementing a systematic approach, incorporating mechanization and monitoring, is vital for building pipe