Build automated, production-ready data pipelines that reliably collect, transform, validate, and deliver data from APIs, databases, files, and third-party platforms into analytics-ready tables. The goal is to replace fragile spreadsheets and manual exports with repeatable workflows that are monitored, documented, and scalable.