• Physical-to-Digital Autonomy: Hardware is an API. Using Tinkerbell and Redfish, I automate the bare-metal lifecycle from BIOS to the Kubernetes control plane, enabling "Zero-Touch" sovereign compute in inaccessible environments.
• Deterministic Performance: Moving beyond "best-effort" cloud. eBPF, Cilium, and TSN (IEEE 802.1) are leveraged to eliminate jitter, ensuring sub-microsecond precision for high-stakes AI and industrial OTEC control loops.
• Circular Resilience: Infrastructure as an ecosystem. Designing self-healing, "thermal-aware" clusters where AI workload scheduling is synchronized with the physical energy-cycles of the ocean.

• 🌊 Marine TSN Orchestration (Maine & Tokyo): Designing "Time-Aware" architectures for submersible compute hulls. Synchronizing massive AI training blocks with Deep-Water Cooling efficiency (Maine) and floating urban energy grids (Tokyo Bay).
• 🫎 Sovereign AI Refineries: Advancing multi-tenant AI inference through NVIDIA MIG, delivering bare-metal performance without virtualization overhead for private national-security clusters.
• 🦀 Wasm-Native Edge AI (Quintana Roo): Deploying ultra-efficient, low-power AI modules via WasmEdge on OTEC-powered sensors to monitor biodiversity and energy gradients in harsh tropical environments.
• 🔐 Hardware-Rooted Identity: Applying CKS principles and SPIFFE/SPIRE to enforce cryptographically verifiable identity from the TPM silicon to the high-seas edge.
• 🛰️ Inter-Orbital GitOps: Engineering ArgoCD pipelines hardened for Delay-Tolerant Networking (DTN), ensuring state-consistency for maritime assets via satellite and orbital mesh relays.

"Architecting the digital nervous system for a sustainable ocean and private AI cloud infrastructure."