•Owned the end-to-end design and implementation of an LLM-powered IaC Subagent within a centralized Orchestrator, automating CloudFormation analysis and transformation for large-scale production modernization workflows.
•Established the subagent as a shared platform capability adopted by 3 internal services, supporting Beta, Gamma, and Production environments with execution isolation and standardized contracts.
•Designed agent interfaces and artifact schemas enabling safe downstream consumption by EBA and DBMod, achieving ~96% validated output acceptance across 100+ recurring production runs weekly.
•Built the EBA operational dashboard from scratch, centralizing agent execution status and artifacts, and saving ~7–8 hours per on-call week by eliminating manual cross-account inspection.
•Led early-stage design and POC work for a P0 Pipeline Transformation, owning a pipeline-centric architecture and driving complex execution trade-offs across build, deploy, and agent-based workflows.