At Questel (Concur IP), I re-engineered the Equinox Law Firm and Equinox Corporate data importer. My Python and SQL migration process covers the complete column set and increased first-pass, error-free completion to approximately 80% of client migrations.
At Mankind Pharma Ltd., I built a consolidated sales data pipeline from SAP HANA tables and added validation checks after tracing a recurring data gap to records dropped during multi-table joins. I also developed pipelines for medical representative incentives, HR leave reporting, and product profitability.
At Metastic World Pvt. Ltd., I owned the healthcare data pipeline end-to-end, bringing daily SFTP feeds into a unified flow. I used AWS Glue, Apache Spark on Amazon EMR, and Amazon Redshift to process and support reporting on healthcare data.

