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AquaOctet

Tech log from the Digital Depths

NEW POST >>THE IDEAL ROUTER, SIX MONTHS LATER♦PROJECT >>OpenZephyr♦PROJECT >>Jordle♦5 TRANSMISSIONS IN ARCHIVE♦#OPENWRT♦#NETWORKING♦#HOMELAB♦#LTE♦#ESIM♦#TRAVEL♦STACK >>Kubernetes / Terraform / Docker / Helm / ArgoCD / Ansible♦ALSO >>Building the Ideal Router from Scratch♦ALSO >>Deploy Open WebUI in Docker Swarm with Chroma DB and Ollama♦NEW POST >>THE IDEAL ROUTER, SIX MONTHS LATER♦PROJECT >>OpenZephyr♦PROJECT >>Jordle♦5 TRANSMISSIONS IN ARCHIVE♦#OPENWRT♦#NETWORKING♦#HOMELAB♦#LTE♦#ESIM♦#TRAVEL♦STACK >>Kubernetes / Terraform / Docker / Helm / ArgoCD / Ansible♦ALSO >>Building the Ideal Router from Scratch♦ALSO >>Deploy Open WebUI in Docker Swarm with Chroma DB and Ollama
Dominic Polizzi

DOMINIC POLIZZI

Versatile Engineer // Technical Expert Engineer (Observability)

Living in the Digital Sea

email: dominic@openzephyr.com

web: openzephyr.com // gitlab: @DomPolizzi

github: @AquaOctet // linkedin: dominic-polizzi

aqua@aquaoctet:~$ cat about.txt

Versatile Engineer spanning cloud infrastructure, cybersecurity, networking, and AI/MLOps. I architect production-grade Kubernetes environments, build ephemeral GPU clusters for LLM workloads, and harden everything from the first commit to continuous deployment. Currently based in the Digital Sea, working on enterprise observability at VictoriaMetrics and building privacy-focused AI deployments through OpenZephyr.

>> EXPERIENCE.log

Technical Expert Engineer (Observability)

@ VictoriaMetrics

[04/2026 - Present]
  • ▸Audited the VictoriaMetrics Kubernetes operator, identifying and resolving stability issues, and contributing to roadmap decisions.
  • ▸Served as front-line technical support for enterprise customers troubleshooting ingestion, query, and infrastructure issues.
  • ▸Diagnosed metrics ingestion, retention, and alerting issues in enterprise observability stacks.
VictoriaMetricsKubernetesOperatorsPromQL/MetricsQLGrafanaGo

Senior DevOps Engineer (LLM-Ops)

@ Offensive Security (Offsec)

[06/2024 - 04/2026]
  • ▸Architected ephemeral CUDA/Ollama Kubernetes infrastructure on AWS; reduced LLM provisioning to <30s via Packer AMIs.
  • ▸Migrated 80% of core infrastructure (AWS/Cloudflare) to Terraform, automating networking and certificate lifecycle management.
  • ▸Developed Rust microservice to automate isolated GitLab environments with secure service accounts and OAuth tokens.
  • ▸Standardized observability using Prometheus/VictoriaMetrics/Grafana; managed vendor relations for monitoring infrastructure.
  • ▸Acted as technical liaison, aligning project requirements with C-suite stakeholders for high-impact business initiatives.
KubernetesAWSTerraformRustPackerGrafanaGitLab CI/CDOllama
[11/2021 - 06/2024]
  • ▸Designed CI/CD pipelines and Celery automation to provision multi-cloud (AWS/Azure/GCP) VMs and containers on-demand.
  • ▸Achieved 15% cost savings through infrastructure audits and seamless migration to open-source alternatives.
  • ▸Developed Go-based Kubernetes operators, reducing EKS/CI/CD costs by 20% via optimized API and registry integration.
  • ▸Accelerated SDLC by consolidating hundreds of redundant pipelines and automating security scans with Jira integration.
  • ▸Streamlined container orchestration by migrating legacy Docker Swarm services to Kubernetes.
GoDockerKubernetesAWSAzureGCPCeleryArgoCD

CloudOps / Compute & Security Engineer

@ XTIUM (EvolveIP)

[02/2021 - 11/2021]
  • ▸Managed multi-cloud infrastructure (VMware/AWS) via APIs and IaC, optimizing datastores and network clusters.
  • ▸Hardened network security using Snort IDS/IPS and Cisco firewalls; implemented VLAN segmentation and port mirroring.
  • ▸Handled Tier-3 security escalations for breaches and ransomware; conducted threat analysis and remediation to harden client posture.
  • ▸Led end-to-end cloud migrations (consulting to production) for enterprise clients moving to AWS/Azure.
  • ▸Optimized hybrid cloud connectivity (PaaS/IaaS/SaaS) using VPNs, reverse proxies, and Cloudflare Tunnels.
VMwareAWSCiscoSnortCloudflareAzureTerraform

Network & IT Engineer

@ Total Technology Resources

[05/2019 - 02/2021]
  • ▸Enforced network access control via DHCP, private DNS, and MAC filtering on managed switches/routers.
  • ▸Architected hybrid WFH infrastructure, including VPN/RDP access to Hyper-V, databases, and AD/AzureAD.
  • ▸Centralized authentication by configuring SSO within Google Workspace, reducing organization-wide security risks.
Hyper-VActive DirectoryAzure ADGoogle WorkspaceVPN

Earlier roles (3+ years) available on request, or on LinkedIn.

>> SKILLS.dat

// Cloud Platforms & Services

AWSGCPAzureCloudflare

// Containers & Orchestration

DockerKubernetesOCIEKSAKSGKETanzu

// Infrastructure as Code & Automation

TerraformAnsiblePowerShellGitHub ActionsGitLab CI/CDArgoCD

// Programming Languages

RustGoPythonBashC++ReactRubyNode.jsVue.js

// Virtualization

VMwareHyper-VOpenStack

// Observability & Monitoring

PrometheusVictoriaMetricsGrafanaCloudWatchDatadogHoneycombSnowflakeLogglyAppOptics

// AI, ML Tools

LangChainLangSmithLangfuseOllamaMCPAgentic AILlamaIndex

// Security

Kali LinuxMetasploitNessusOPNsensepfSenseCiscoUbiquiti

// Additional Skills

Windows & Linux AdministrationProject Management
Kubernetes / Cloud Infra95%
DevOps / CI-CD / IaC92%
Observability / Monitoring90%
Security / Networking85%
AI / MLOps / LLM-Ops80%
Rust / Go / Systems75%
Frontend / React / Node65%
>> PROJECTS.log

OpenZephyr

[02/2025 - Present]

Engineering consultancy for cloud, security, and agentic AI applications

https://openzephyr.com

C2Society

[04/2023 - Present]

Non-profit cybersecurity organization hosting educational events that foster collaboration among security professionals

>> EDUCATION.log

Certificate in Cybersecurity

Woz-U (Online Technology University) // 2022

Nanodegree in Full Stack Engineering

Udacity // 2020

Previously held

CompTIA Network+ and Security+ Certificates

_□x
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