At Incedo Inc., I architect AI operations and cloud intelligence platforms that work with the AWS, Azure, GCP, Kubernetes, and ITSM tools companies already run. One predictive operations system I architected is now running with a wealth-management client; its POC reduced about 110,000 monitoring signals to 28 predictive warnings.
I also architected an agentic AI command center with human approval before actions run, and an AI FinOps platform that maps cloud and SaaS spend to workloads and teams. At Incedo, I lead RFP solutioning and built a 37-control Architecture Review Board framework mapped to AWS Well-Architected pillars.
Earlier at Incedo, I solution-architected a won VMware-to-AWS migration involving 12,000+ VMs and migrated a large US bank’s card portals to a two-region AWS design. Across my career, I’ve worked on cloud architecture, DevOps, observability, and software systems, including search architecture at Indicus Analytics that gained 15% performance.

