Constructing robust and scalable data pipelines is paramount critical in today's data-driven landscape. To ensure optimal performance and stability, pipelines must be designed to handle growing data volumes while maintaining integrity. Implementing a systematic approach, incorporating mechanization and surveillance, is imperative for building pipel