I've shipped AI-native cloud products and real-time systems across BuildMatchAI, InterVision Systems, Kforce/Kemper, and Cognizant. At BuildMatchAI, I designed and delivered a contractor-homeowner marketplace spanning matching, payments, CRM, messaging, reputation, and iOS/Android releases.
I build production LLM workflows with RAG guardrails, human review loops, agentic tools, verification gates, and cost controls. Across AWS, Python, TypeScript, React, and infrastructure as code, I take systems from architecture through deployment, compliance, observability, and on-call operation.
