At Persistent Systems, I designed metadata-driven Azure Data Factory pipelines and led an end-to-end Data Mart modernization using ADLS Gen2, PySpark, and Azure Synapse Analytics.
I migrated workloads from ADLS Gen1 to Gen2 and modernized legacy U-SQL processing to PySpark. I also implemented SCD Type 2 processing to support historical records and point-in-time reporting.
By optimizing Spark-based ETL workloads with PySpark and Azure Synapse Spark Pools, I achieved a demonstrated 10x improvement in processing performance. I integrated transformed datasets with Synapse Dedicated SQL Pool for reporting and analytics.
Earlier, I developed Azure data pipelines at Media Agility and SQL-based ETL processes at Zensar Technologies and Spectrum Consultants India. I hold five Microsoft certifications, including Azure Data Engineer Associate and Fabric Data Engineer Associate.

