Architected a scalable Azure Landing Zone using a Hub-and-Spoke model to support large-scale application migrations. Implemented Terraform and Bicep to provision shared services such as Azure Firewall and Private DNS Zones for secure connectivity. Built an automated subscription vending framework using Azure DevOps pipelines with integrated policy guardrails. The platform delivered strong governance, enhanced security, high availability, and zero-drift infrastructure for mission-critical insurance workloads.

A mid-size manufacturing org faced escalating Azure costs due to resource sprawl and a lack of oversight. A FinOps-driven framework was implemented using Terraform to deploy Azure Policy guardrails for SKU restrictions and mandatory tagging. Azure Automation and Logic Apps orchestrated "Stop/Start" schedules, while Azure Monitor telemetry guided the rightsizing of underutilized assets. The integration of cost checks into Azure DevOps pipelines established "Shift-Left" visibility, significantly reducing OpEx while maintaining high availability.

Developed a margin-driven FinOps framework to drive cost optimization through machine type standardization, environment right-sizing, infrastructure optimization, technology modernization, and centralized log management. This initiative significantly reduced SaaS operational expenses and improved profitability, increasing margins from 23% to 39% over a six-quarter period.

Improving reliability of System operations and Business functions through multi-layered approach combining Blue-Green deployment to improve High Availability, Recovery Playbooks and Mock Runs to establish RTO and RPO KPIs, bridging gaps in existing Observability to bring resiliency and Automating traffic switch to reduce Outage incidents and improve MTTR.