End-to-End Processing Systems for Structured Insights Powered by Automate Data Cleaning and Transformation After Web Scraping Across Large-Scale Data Pipelines. In modern data engineering, the journey from raw web data to actionable insights depends heavily on how effectively information is processed after extraction.