Built a hands-on Snowflake data pipeline project using sample sales data. The workflow includes loading data from cloud storage, creating stages and file formats, processing incremental data with Streams, automating transformations with Tasks, and using MERGE statements to maintain analytics-ready tables. The project demonstrates practical Snowflake, SQL, and data engineering skills.