primusops

01 / whoami · IT & AI expert

primus@primusops:~$ cat profile.md

Primus / IT & AI expert

I design private, proprietary distributed AI platforms: architecture, specification and a documented implementation. Around that core: Linux, self-hosted services and cloud migration. Remote-first, based in Southwest Florida.

name
Primus
focus
distributed AI platforms · Linux & NixOS · Proxmox · secure networks · software
os
NixOS enthusiast, fully at home in Linux. (Used Arch, btw.)
where
remote-first · Southwest Florida (SWFL)
status
● building and supporting advanced energy and AI systems. Open to consultations, AI collaborations and co-founder conversations.

Take privacy back into your own hands!

Let's Talk!scroll ↓

02 / path · US & EU experience

primus@primusops:~$ git log --oneline career

The most recent first. Tap a row to jump to it.

  1. ● NOW Technical Operations Specialist, e2Companies

    Operate advanced on-site power systems that give facilities grid-independent power, build their simulation environments and run GPU compute for simulations and private AI agents. Earlier: REST API integrations for PJM, ERCOT, IESO, ISO-NE, NYISO, MISO, SPP and CAISO, plus a peak-day dashboard.

    Linux · simulation · GPU · AI agents · RTO/ISO APIs

  2. ● US IT Specialist, Website Depot (Los Angeles, CA)

    Web and IT operations, technical SEO and campaign support for a digital-marketing agency.

    web ops · technical SEO · IT support

  3. ● EU Java EE full-stack developer, ISP (Slovenia)

    Full-stack Java EE development at an internet service provider.

    Java EE · full stack · ISP

  4. ● EDU BSc, informatics and technologies of communication

    A foundation in software, networks and communication systems, developed through hands-on engineering and operations.

    informatics · networking

  5. ● 2003 Root commit: first homepage

    My first website: HTML in Notepad, tested in Netscape. The tools have changed; the drive to understand and build has not.

    HTML · Notepad · Netscape

03 / services · what I do

primus@primusops:~$ ls services/

  • ▸ Distributed AI platform architecture
  • ▸ Linux & cloud migration
  • ▸ High-performance & GPU compute
  • ▸ Software & integrations
  • ▸ Energy data & industrial automation
  • ▸ Network & secure access
  • ▸ Automation, GitOps & handover

Distributed AI platform architecture

My main service: private, proprietary distributed AI platforms. Architecture, design and specification, then a documented implementation under your control.

architecture · specification · documented implementation

Let's Talk! ↗

Linux, personal cloud & migration

Plan and move workloads between on-premises systems and the cloud. Keep dependencies, data, private connectivity and rollback covered.

NixOS · Proxmox · Docker · TrueNAS

Let's Talk! ↗

High-performance & GPU compute

Set-up and tuning of compute hardware and instances for simulation and AI workloads, with monitoring and scheduling.

Linux · GPU · simulation

Let's Talk! ↗

Software & integrations

Back ends, APIs and dashboards that connect systems and remove manual work. Java, C#, Python, SQL and the web stack.

Python · Django · Java · C# · REST

Let's Talk! ↗

Energy data & industrial automation

REST API integrations with grid operators (PJM, ERCOT, IESO, ISO-NE, NYISO, MISO, SPP, CAISO), dashboards and plant-floor connectivity: Modbus, SCADA, I/O logic, OpenPLC.

RTO/ISO REST APIs · Modbus · SCADA · OpenPLC

Let's Talk! ↗

Network & secure access

Network segmentation, private access and DNS filtering. AdGuard Home, Unbound or Pi-hole can reduce adware, tracking and unwanted domains across devices.

OpenWrt · Omada · UniFi · Tailscale/Headscale · DNS

Let's Talk! ↗

Automation, GitOps & handover

Infrastructure as code and Docker GitOps, documented in plain language: how it works, how to update it, how to recover it.

Docker · GitOps · Ansible · runbooks

Let's Talk! ↗

04 / stack · technologies I work with

primus@primusops:~$ ls ~/stack

grep -i
  • ▸ languages/
    JavaMavenC#PythonSQLshellJavaScript
  • ▸ web/
    HTMLCSSJavaScriptRESTDjangoAPI integrationVite
  • ▸ data/
    SQLPostgreSQLRedisRabbitMQ
  • ▸ docker-gitops/
    Docker ComposeDocker SwarmPortainerKomodoGitOpsSemaphore
  • ▸ linux/
    NixOSArch (used to, btw)DebianUbuntuProxmoxTrueNAS
  • ▸ energy-rest-apis/
    REST API integrationsPJMERCOTIESOISO-NENYISOMISOSPPCAISO
  • ▸ industrial/
    ModbusSCADAI/O logicOpenPLC
  • ▸ network/
    UniFiOmadaWireGuardHeadscale / TailscaleNetwork Segmentation (VLANs)OPNsenseOpenWrt
  • ▸ dns-privacy/
    DNS filteringAdGuard HomeUnboundPi-hole
  • ▸ ai/
    distributed AI platformsLLM agentsagent memorymodel routingprivate STT & TTSGPU compute
  • ▸ ai-tools/
    Hermes Agentllama.cppaudio.cppOllamavLLM9routermemory backends (Mem0)self-hosted search
  • ▸ automation/
    AnsibleGitNix flakessops / ageYubiKey PIV
  • ▸ self-hosted/
    AutheliaNPMplusVaultwardenProsody / XMPP · 100% private messaging
  • ▸ observability/
    NetBox (source of truth)BeszelPrometheusGrafanaUptime Kuma

Software, systems and networks: a toolkit shaped by hands-on development and operations.

05 / lab · what I build for myself

primus@primusops:~$ ls ~/lab

Where I turn architecture into working systems: personal cloud, reproducible infrastructure and AI platforms.

Take privacy back into your own hands!

  1. ● lab-01 Homelab

    A personal cloud with production-minded operations: segmented networks, self-hosted services, private access, monitoring and backups.

    network · containers · monitoring

  2. ● lab-02 NixOS infrastructure management

    Workstations and servers defined in code: reviewable, reproducible, with a test step before every switch and a way back.

    NixOS · flakes · secrets in code

  3. ● lab-03 Proxmox cluster

    A Proxmox cluster running the virtualised workloads behind the personal cloud.

    Proxmox · virtual machines · storage

  4. ● lab-04 Agentic AI platform

    A self-hosted AI platform connecting agents, memory, tools, model routing and voice. Designed for useful automation with clear boundaries.

    agents · memory · tools · routing · voice

Let's Talk!

06 / method · how I work

primus@primusops:~$ ./engage --safe

  1. [ ] 1. talk

    A conversation about your goals, current systems and operational constraints.

  2. [ ] 2. design

    A written plan with options, costs and risks, before anything is touched.

  3. [ ] 3. build

    Staged, reversible changes with clear validation and rollback steps.

  4. [ ] 4. handover

    Runbooks and a walkthrough, so you can run it without me.

Least privilege. No shared passwords. No secrets in documents. Recovery procedures tested before they are needed.

Let's Talk!

building / open energy intelligence

Energy markets, weather and prediction models in one open platform.

An open platform for monitoring peak load and energy prices, combining real market data, weather and forecasting models. Core parts are already built and the platform is in active development. It builds on a working knowledge of how open energy markets operate, with data pulled through the REST APIs of the major North American grid operators.

free
limited access to forecasts
subscription
unlimited access to all energy market data: load, pricing and weather
status
● open to partners: engineering, data, energy-sector and commercial

Partnership conversations are welcome, from technical collaboration to co-founding.

Let's Talk!

07 / contact · Let's Talk!

primus@primusops:~$ mail hello@primusops.net

Consultations, AI agent projects, partnerships and co-founder conversations are welcome. Bring the problem, the constraints and the ambition. We will work out the right next step.

Let's Talk! hello@primusops.net

j/k scroll · g/G top/end · 1-7 jump · : cmd · t theme

find / site

Type to search. Ctrl/Cmd+F still searches this page.