At Virtusa Middle East, I build and maintain ETL/ELT pipelines for Emirates Islamic Bank, bringing banking data from core systems, POS, CRM, and REST APIs into a Bronze/Silver/Gold lakehouse. I develop PySpark and Spark SQL transformations for customer profitability, liability, and digital compliance data products.
At Emirates NBD Bank, I designed and operated Azure Data Factory pipelines and built batch and Kafka-based ingestion for banking and regulatory data. My FCRM, GOAML, and COPASS data products had zero audit findings for the UAE Central Bank.
I also established lineage and cataloguing practices with Microsoft Purview, and introduced Claude AI agents to help convert legacy Informatica mapping documents into production PySpark code, reducing migration effort by 40% with human review gates.
Earlier, at Tata Consultancy Services, I built PySpark pipelines for Aviva Insurance and migrated 200+ legacy workflows to cloud. I also developed geospatial data processing applications at Techneurons and a Django-based financial insight engine at Phyction Labs AI.
