Constructing reliable and efficient data pipelines is fundamental for any organization that relies on data-driven insights. These pipelines automate the movement and transformation of data from diverse sources to targets. Robust pipelines provide data integrity, consistency, and timely delivery, enabling organizations to derive actionable knowledge