Senior Infrastructure Engineer | NetDevOps, SRE & AI Orchestration Architect
I am a Site Reliability Engineering (SRE) and NetDevOps leader specializing in bridging the gap between high-availability enterprise infrastructure and deterministic AI/ML deployments. I architect API-first automation pipelines and build the strict DevSecOps guardrails that allow machine learning teams to deploy safely at enterprise scale.
- 🔭 Currently architecting: The ATLAS Orchestration Engine (Provisional Patent #63/973,409)—an air-gapped framework using MCP (Model Context Protocol) and agentic routing (DSPy) to translate natural language intent into deterministic JSON/YAML payloads.
- 🛡️ My focus: Cryptographic Prompt Governance (Ed25519 signing), running local LLM/AI deployments (Qwen) on bare-metal hardware, and zero-trust DevSecOps pipelines that mathematically eliminate operational toil.
- 🛠️ Core Stack: Python, Ansible, Kubernetes, CI/CD (GitHub Actions), and NetDevOps (Network Automation & Infrastructure as Code).
- 🌱 Deep-diving into: Intelligent cloud bursting and AI-driven telemetry forecasting for predictive infrastructure resiliency.
- 📫 Let's connect: Find me on LinkedIn or at raymondrizzo.com.


