At Citibank Ltd, I develop AWS Glue pipelines for security scan logs and user-access data, supporting downstream cybersecurity analytics. I also created reusable Python components for cleansing, reconciliation, duplicate detection, and source-to-target mapping validation.
At First Citizens Bank, I designed a hybrid data platform connecting Amazon S3 with AWS RDS, Netezza, and Amazon Redshift. I implemented reusable ETL pipelines that improved ingestion speed by 40% and used Apache Airflow to orchestrate data-loading workflows.
Across banking, insurance, and media projects, I’ve delivered cloud data integration and reporting with AWS and Azure. My work has included developing 40+ Cognos reports at Citibank and building ETL and analytics solutions with tools such as PySpark, Power BI, QlikSense, and IBM DataStage.

