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This repository contains a complete end-to-end real-time data engineering project built using Azure Data Factory, Databricks, Delta Lake, and Azure Data Lake Storage. It demonstrates how to dynamically ingest data from public APIs (NYC Taxi Dataset), process it using PySpark, and structure it using the Medallion Architecture (Bronze, Silver, Gold )