Time-critical data operations
Owned large-scale financial data flows in 24/7 production with zero tolerance for data loss — high accuracy and freshness at 20M+ daily transactions.
SQL & Medallion engineering
Designed and optimized complex SQL/Python workflows, schemas, and Medallion architecture components — reducing query latency across core systems.
Data automation & CI/CD
Automated pipelines and validation checks via Airflow, Jenkins, and Git — manual effort and production incidents down 40%+.
Containerized infrastructure
Shifted data workloads to Kubernetes across VM-based infrastructure and AWS Cloud, using Ansible and Terraform for resilient operations.
Production observability
Proactive monitoring, lineage tracking, and alerting via Prometheus, Grafana, and Splunk — shorter resolution times, strict quality standards.
Database architecture
Deep optimization and schema management across MS SQL, PostgreSQL, and Oracle in multi-tenant, production-level environments.