At IBM, I'm contributing to an end-to-end Teradata-to-Lakehouse migration, building Azure Data Factory ingestion pipelines and dbt L1/L2 transformations for analytics-ready datasets. I use PySpark, JDBC extraction, reconciliation, and data-quality checks to validate migration accuracy.
Previously at Persistent Systems, I built Snowflake-based ELT pipelines, Snowpipes, dbt snapshots, and metadata-driven automation for a Unified Data Platform integrating multiple ERP sources. I've also developed curated data models, REST API ingestion workflows, and GenAI-based Snowflake validation POCs.

