This generalized case study summarizes work described in my professional experience. Platform, workflow, and outcome details are limited to the information I have chosen to share; no client names, schemas, code, or confidential architecture are included.
Approach
Designed IBM DataStage workflows, re-engineered jobs for Netezza MPP, coordinated run dependencies through Control-M, and validated database objects and migrated data. SQL and partitioning were tuned where needed for batch performance.
Validation and operations
Migration validation achieved 100% data accuracy. DEV, UAT, and PROD deployment procedures and production monitoring, reruns, and incident response supported a controlled cutover.