Data Pipeline Design: From Messy CSV to Clean Database

9 min read Most real-world data starts messy — inconsistent CSV exports from legacy systems, spreadsheets with merged cells, date formats that vary by row. A good data pipeline transforms this chaos into clean, normalized database records. Pipeline A...