Build AI-ready data infrastructure by designing event tracking plans, developing dbt models, and managing ingestion pipelines into Snowflake. Own data quality, metric definitions, documentation, semantic layers, and reporting consistency across Amplitude and Snowflake. Orchestrate workflows with Airflow and collaborate with product, engineering, and analytics teams to deliver reliable data products.