Hands-on expertise in Enterprise Test Data Management (TDM) using CA TDM (preferred) or Delphix, including design and execution of data masking, subsetting, and virtualization strategies.
Developed and optimized complex SQL queries across GCP and AWS data ecosystems to support extraction, transformation, validation, and secure provisioning of test datasets.
Performed comprehensive data de-identification in non-production environments by analyzing table structures, data dictionaries, metadata, and sensitive data elements.
Ensured compliance with HIPAA and organizational privacy standards through implementation of robust data obfuscation and masking rules for regulated da...