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t0m-a/README.md

THOMAS SIMON // SYSTEMS ARCHITECT · NOC ENGINEER · AI CONTEXT ENGINEER

Infrastructure Built on First Principles. Systems Engineered for Human Sovereignty.

I design, stabilize, and document cloud infrastructure, virtualized networks, and human-aligned AI workflows. Combining 13+ years of production infrastructure operations across 100+ client environments with telecommunications engineering (CNAM France) and local Edge AI orchestration, I bridge the gap between complex machine topologies and the operators who rely on them.

Portfolio Minka Lab Edge Node Sovereign Search LinkedIn


[01 // OPERATOR_SPEC.yaml]

OPERATOR_SPEC:
  identity: "Thomas Mathieu Simon"
  credentials: "AS Telecom & Computer Networks (CNAM France)"
  current_location: "La Paz, Bolivia [UTC-4]"
  languages: ["French (Native)", "English (Fluent)", "Spanish (Working)"]
  operational_posture: "Remote Synchronous (US EST/CST/PST · LATAM · EU Overlap)"
  machine_layer:
    - "Cloud & Hybrid Infrastructure (Azure, M365, BCDR)"
    - "Enterprise Virtualization (VMware ESXi, Hyper-V)"
    - "Deterministic IaC & Config Management (Terraform, Ansible, Linux)"
    - "High-Signal NOC Observability & SNMP Telemetry (3,500+ Endpoints)"
  operator_layer:
    - "AI Context Engineering & Multi-Agent Pipelines (RLHF Rubrics)"
    - "Local Edge Compute & RAG (Raspberry Pi 5, Ollama, Qdrant, Cloudflare Zero-Trust)"
    - "Model Context Protocol (MCP) Server & Tooling Integration"
    - "Civic Digital Sovereignty & Pedagogical Labs (Minka Lab)"
  status: "ONLINE // AVAILABLE_FOR_SELECT_CONTRACTING"

[02 // AUTONOMOUS EDGE AI & ZERO-TRUST TOPOLOGY]

Self-hosted, air-tight cognitive and telemetry node running on ARM64 hardware (Raspberry Pi 5), exposing zero inbound WAN ports via Cloudflare Zero-Trust Tunnels (cloudflared) while serving local LLM inference (Ollama), vector RAG (Qdrant), Model Context Protocol (MCP) tool endpoints, and sovereign search.

flowchart TB
    subgraph WAN["UNTRUSTED WAN // REMOTE WORKSTATIONS"]
        OP["Operator / Client Terminal<br/>(Desktop · CLI · IDE Agent)"]
    end

    subgraph CF["CLOUDFLARE GLOBAL EDGE // ZERO-TRUST PERIMETER"]
        DNS["DNS & Anycast WAF<br/>(tsimon.me)"]
        ZTA["Cloudflare Access (Zero-Trust)<br/>MFA · Identity & Service Tokens"]
        TUN["Argo Tunnel Endpoint<br/>(Outbound-Only Encrypted QUIC)"]
    end

    subgraph EDGE["LOCAL SOVEREIGN EDGE NODE // RASPBERRY PI 5 (ARM64 / LINUX)"]
        direction TB
        CFD["cloudflared Daemon<br/>(Zero Open Inbound Firewall Ports)"]
        
        subgraph SERVICES["CONTAINERIZED & SYSTEMD RUNTIME LAYER"]
            MCP["MCP & Scout Agent Pipelines<br/>(Python Tooling & Context Router)"]
            OLLAMA["Ollama Local LLM Runtime<br/>(Private Quantized Inference)"]
            RAG["Edge Semantic Search & RAG<br/>(Qdrant Vector DB · search.tsimon.me)"]
            PI_MON["NOC Edge Telemetry Monitor<br/>(pi.tsimon.me · SNMP / Syslog Probes)"]
        end

        STORAGE[("Encrypted Local NVMe<br/>& Air-Gapped Backup Sync")]
    end

    OP -->|"HTTPS / TLS 1.3"| DNS
    DNS --> ZTA
    ZTA -->|"Authenticated Policy"| TUN
    TUN <==>|"Outbound Tunnel Only"| CFD
    CFD --> MCP
    CFD --> PI_MON
    CFD --> RAG
    MCP <-->|"Local IPC / REST"| OLLAMA
    RAG <-->|"Embeddings / Retrieval"| OLLAMA
    MCP --> STORAGE
    RAG --> STORAGE
    PI_MON --> STORAGE
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[03 // CORE ARCHITECTURE & OPERATIONAL MATRIX]

Domain Operational Scope & Production Outcomes Primary Stack
01 / Enterprise NOC & Fleet Observability Managed 100+ client tenants and 3,500+ endpoints. Tuned SNMP/Syslog baselines and codified deterministic runbooks to achieve a 40% reduction in MTTR and 99.9%+ SLA stability. Azure VMware ESXi Hyper-V SNMP PowerShell RMM BCDR
02 / Edge Compute, Local RAG & AI Agents Engineered private local inference nodes, vector RAG hubs, and multi-agent reconnaissance pipelines eliminating third-party telemetry leakage and recurring cloud API overhead. Raspberry Pi 5 Ollama Qdrant MCP Python Cloudflare Tunnels
03 / Security, Hygiene & Zero-Trust Pragmatic endpoint hardening, Zero-Trust perimeter segmentation, automated DNS/HTTP security auditing, and air-gapped BCDR pipelines. Zero-Trust WireGuard iptables GPG/PGP Ansible Terraform
04 / Civic Pedagogy & Sovereignty Founder of Minka Lab in La Paz, Bolivia—delivering trilingual (EN/FR/ES) Linux, encryption, and AI literacy curricula for high-agency operators. Linux Open-Source Tooling Trilingual Docs Digital Hygiene

[04 // DEPLOYED SYSTEMS & REPOSITORY INDEX]

// 04.1 FLAGSHIP EDGE, ZERO-TRUST & AI REPOSITORIES

  • raspberry-pi-cloudflare-network-operations-monitor — Autonomous ARM64 NOC telemetry and network operations monitor powering pi.tsimon.me. Engineered for Raspberry Pi 5 with systemd service hardening and outbound-only Cloudflare Zero-Trust Tunnels (zero open inbound firewall ports).
  • Edge-Semantic-Search-RAG-Knowledge-Hub — Sovereign, zero-telemetry semantic search and Retrieval-Augmented Generation (RAG) knowledge base backing search.tsimon.me. Combines local quantized embeddings, Qdrant vector storage, and Ollama inference on edge hardware.
  • scout-analyst-pipelines-agents — Multi-stage agentic reconnaissance, data extraction, and structured analytical synthesis pipelines in Python. Designed for deterministic context routing, automated triage, and high-signal reporting.

// 04.2 CIVIC PEDAGOGY, OPERATOR RUNBOOKS & LEGACY ARCHIVE

  • MinkaLab (minkalab.net) — Open-source educational platform and digital sovereignty curriculum engineered for Latin American learners.
  • Wiki (Operator Runbooks & Hardening Matrices) — Field-tested Linux server administration, iptables firewall architectures, Docker containerization, and system hardening notes.
  • Legacy Infrastructure Archive (2018–2019) — Foundational configuration management and container builds retained for historical continuity, including Ansible multi-tier playbooks, hardened nginx-vhosts SSL/HSTS reverse-proxy templates, and docker-image-builds (10,000+ pulls on Docker Hub).

[05 // DIRECT INGESTION PATHWAYS]

  • Technical Portfolio & Dossiers: https://tsimon.me (Senior NOC Engineer & AI/Cloud Architect PDFs available on-site)
  • Direct Electronic Mail: contact@tsimon.me // hello@tsimon.me
  • PGP Public Key (0xA1048A81B9AEA757): BDFC AB33 0606 4875 55F0 C3C6 A104 8A81 B9AE A757

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  1. Semantic-RAG-Interactive-Knowledge-Base-Graph-Web-Application Semantic-RAG-Interactive-Knowledge-Base-Graph-Web-Application Public

    Full-stack Hybrid Semantic RAG Knowledge Base & Interactive Force-Directed Topic Graph. Dual-target architecture: self-hosted Python/FastAPI + SQLite FTS5 + Scikit-Learn LSA, or serverless Cloudfla…

    HTML

  2. raspberry-pi-cloudflare-network-operations-monitor raspberry-pi-cloudflare-network-operations-monitor Public

    🍓 Lightweight 24/7 telemetry daemon and real-time dark-mode dashboard for Raspberry Pi. Monitors Cloudflare multi-zone edge traffic, Workers & Pages compute, Workers AI Neurons, and D1 database quo…

    Python

  3. docker-image-builds docker-image-builds Public

    (CM) Dockerfiles, docker-compose files and Projects Structures for Docker Images Builds 10,000+ pulls on Docker Hub. (https://hub.docker.com/r/simonthomas/armitage)

    Python

  4. scout-analyst-pipeline scout-analyst-pipeline Public

    Zero-dependency Python 2-agent career pipeline: Plataforma pública, autónoma y auto-contenida para Cloudflare Workers diseñada para encontrar, filtrar y evaluar ofertas laborales internacionales el…

    JavaScript

  5. MinkaLab MinkaLab Public

    Official website for Minka Lab: a non-profit initiative in La Paz & El Alto, Bolivia, advancing digital hygiene, accessible home automation, AI literacy, and community tech autonomy. Deployed via a…

    HTML

  6. Wiki Wiki Public

    IT/CS Technical Wiki in HTML5 and CSS3 (htmlv2)

    HTML