← Mark Villalon

Mark Villalon

TODO — one line, e.g. 'Infrastructure & AI Systems Engineer'

Open to conversations

Summary

TODO — three or four sentences in your own voice. What you build, who you build it for, and what you want next. This is the first thing an employer reads; keep it concrete rather than adjectival.

Highlights

Current

Founder & Principal Engineer

MVLabs LLC
2025-12 – present

Building and operating two product lines: ToolBelt Systems (AI agent services and marketing systems for small trade businesses) and Sovereign Systems (privacy-first consumer software). Responsible for everything from network architecture to shipped application code.

Experience

Not filled in yet — edit data/career.json

Skills

Infrastructure & Networking

  • OPNsense
  • MikroTik RouterOS
  • VLAN design & segmentation
  • Cloudflare Zero Trust / Tunnel
  • WireGuard
  • DNS (Unbound, split-horizon)
  • Linux administration
  • Docker & Compose

Software

  • TypeScript
  • React
  • Next.js
  • Node.js
  • Python
  • React Native / Expo
  • PostgreSQL
  • Supabase (RLS)
  • Neo4j / Cypher

AI & Automation

  • LLM application development
  • Agent tooling & orchestration
  • Retrieval and graph-backed QA
  • n8n workflow automation
  • Local model deployment

Practice

  • Self-hosting & data sovereignty
  • Backup and recovery design
  • Security hardening
  • Technical documentation

Selected Work

Sovereign home infrastructure

A production-grade home network and service stack: OPNsense firewall, MikroTik L3 core, VLAN segmentation, Cloudflare Tunnel with Zero Trust access policies, and 25+ containerised services including photo, file, password and monitoring platforms. Runs the household and doubles as the reference implementation for product work.

  • OPNsense
  • MikroTik
  • Docker
  • Cloudflare Zero Trust
  • Home Assistant

BarPulse

Android application for anonymous venue service signals. Postgres schema with row-level security acting as the identity firewall, all client writes routed through SECURITY DEFINER procedures, moderation pipeline for user-generated content.

  • React Native
  • Expo
  • Supabase
  • PostgreSQL
  • PostGIS

ToolBelt Systems

AI agent services and marketing systems for small trade businesses — assessment, build, and managed retainer model.

  • Next.js
  • Vercel
  • Stripe

Graph-backed business QA

Plain-English questions answered over a connected business dataset — an LLM writes Cypher against a live schema and returns verified results, including multi-hop queries across customers, jobs, parts and invoices.

  • Neo4j
  • Cypher
  • Python
  • LLM tool use