ML Infrastructure
Feature Store Modernization
Modernizing feature infrastructure toward Vertex AI Feature Store 2.0.
The problem
Fragmented feature infrastructure across platforms increased cost and operational complexity.
What I built / led
Led migration work from Databricks and AWS toward Vertex AI Feature Store 2.0 and standardized feature workflows.
Outcome
The résumé reports an 85% yearly cost reduction from the modernization effort.
Technology
Vertex AI Feature Store · BigQuery · GCP · ML pipelines