data monetization , MLops, Data Governance, Kubernetes, AWS, chaos resilience testing, API-first design, MCP servers, Data Mesh architecture, cloud-native Data Platform services, IaC, agentic services, SDD, data streaming stacks, Gen AI solutions, observability