Snowflake FinOps & Observability Program
Built executive-ready FinOps reporting and dbt observability for production and development workloads.
- Tools: Snowflake, dbt, SQL
- Outcome: ~40% reduction in daily production run warehouse costs
Projects
Selected initiatives from professional experience.
A few examples of projects that delivered measurable results.
GA360 Pipeline Optimization
Reworked Airflow orchestration for BigQuery-to-Snowflake movement to optimize transfer patterns and warehouse usage.
- Tools: Airflow, BigQuery, Snowflake
- Outcome: ~70% egress cost reduction
Analytics Engineering Foundation
Standardized dimensional models, fact tables, and SQL quality controls across analytics workflows.
- Tools: dbt, SQLFluff, GitHub
- Outcome: Improved data reliability for 10+ teams