Every data pipeline that feeds off the web begins not with a database, but with a tangle of HTML—messy, nested, and often structurally inconsistent. Before any analysis, before any dashboard, before any machine learning model consumes structured information, something must transform that raw markup into rows of clean, queryable values. For the better part of…