ETL pipelines, data warehouses, and reverse ETL — move data reliably from sources into warehouses and back to business tools.
Data pipelines that survive vendor API outages, schema changes, and scale. We build ETL with Airbyte/Fivetran for SaaS ingestion, dbt for transformations, and reverse ETL (Hightouch/Census) to push insights back to operational tools.
Airflow / Dagster orchestration with retry and alerting.
dbt models give finance, ops, and data teams consistent definitions.
Push warehouse insights back to CRM, support, marketing tools.
Tests and freshness checks catch bad data before dashboards lie.
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