Engineered and deployed containerized ETL/ELT health-check workflows utilizing n8n, Python, and webhook APIs; reduced cross-platform data inconsistencies by 40% by architecting automated validation scripts that scan, match, and flag missing transactional records in real time.
Designed and optimized relational SQL data models and analytical views within cloud environments; mapped complex business logic to power real-time Looker Studio dashboards, giving stakeholders 100% visibility into project performance metrics and resource utilization.
Built automated, API-driven self-service reporting pipelines feeding into decentralized semantic layers in BigQuery; decreased manual data-reconciliation cycles by 30% while establishing a single source of truth for executive stakeholders.
Maintained high pipeline reliability through monitoring, IAM governance, and proactive troubleshooting.