At Virtusa Engineering, I designed and automated Bank of Montreal’s Bronze-to-Silver data pipeline using AWS Glue, PySpark, S3, Redshift, and Airflow. The work cut manual intervention by 50% across 12 production workflows, and I built ingestion paths that reduced downstream data availability lag to under an hour.
Previously at Capgemini, I developed data engineering pipelines for NBCUniversal across AWS and Databricks, tuning Spark workloads and Delta Tables to improve processing and query performance. I also built REST API ingestion and delivered Tableau and DOMO dashboards for sales and financial reporting.

