At Transition Technologies MS, I built the dbt analytics layer for the Commercial Insights APAC knowledge hub, standardizing ingestion, transformations, and data-quality controls to support self-serve insights. I also established staging-to-mart models with documentation and lineage, and automated build, test, and documentation workflows.
On the GFMS Hub project, I designed and maintained dbt models and integrated facility data across systems. The work expanded data coverage from 2 countries to 50+ global sites, while SQL tuning and pipeline improvements increased processing speed and reduced downstream discrepancies.
