Real-world infrastructure, DevOps, and AI engineering projects with measurable outcomes across OCI, AWS, and Azure.
Architected a production RAG system on OCI Generative AI that automates High-Level Design document generation — cutting generation time by 50-70% while controlling hallucinations via grounded prompting.
Designed and delivered a 5-agent LangGraph pipeline for automated billing and CDR reconciliation, hosted on OCI Functions as an event-triggered serverless architecture — eliminating idle compute costs entirely.
Built a Go CLI tool for fully automated Kubernetes cluster provisioning and lifecycle management across OCI and AWS — reducing setup time from hours to minutes.
Architected enterprise-grade OCI landing zones with DRG-based hybrid connectivity to customer Azure and AWS environments — establishing zero-trust perimeter security across the entire hybrid estate.