I've built end-to-end data pipelines for Lloyds Banking Group at Wipro, ingesting data into BigQuery, transforming Raw data through Silver and Gold layers with PySpark, and publishing JSON messages through Kafka.
Across Simplify Healthcare, Vinz Global, Blazeclan, and Vodafone, I've delivered ETL, migration, warehousing, and analytics solutions across Azure, AWS, GCP, Databricks, Snowflake, and Hadoop. I've reduced Databricks compute costs by 25% and manual processing time by up to 60% through optimized workflows and Python automation.

