Implement enterprise monitoring, logging, and observability solutions using Splunk, Dynatrace, CloudWatch to enable proactive alerting, centralized log management, audit compliance, and real-time visibility into infrastructure health, system utilization, and operational reliability. Design and automate deployment frameworks for Airflow DAGs, dbt Cloud transformations, data processing jobs, and application components, leveraging artifact management, container registries, and blue-green/canary deployment strategies.