Vijuksama

Digital transformation for manufacturing

Operating on-premise infrastructure, building factory ERP systems, and putting AI agents to work

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Vijuksama

Self-taught engineer and the sole IT for a 230-person manufacturing site — I built the company's entire tech stack from two repurposed desktops: server infrastructure, networking, security, and in-house ERP software.

Then I put AI to work on top of it — a Claude-powered document agent, AI email triage, and an AI-driven development pipeline — shipping enterprise-grade systems on a near-zero budget.

7+Self-hosted services
230Person manufacturing site
45,200฿Annual IT cost cut
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CURRENTNov 2025 — Present
Nozomi Enterprise (Thailand)
Sole IT · Infrastructure, DevOps & Development
  • Built the company's on-premise infrastructure from scratch on two repurposed desktops — a Proxmox VE + PBS cluster running 7+ virtualized services (NAS, reverse proxy, DNS, VPN, monitoring) with automated nightly backups and near-99% uptime.
  • Redesigned the factory network for ~230 staff and 60+ devices: dual-WAN load-balancing + failover, a structured /24 IP plan, and WireGuard / Tailscale remote access.
  • Established the factory's information security program under the automotive AISC framework (24 domains, 150+ documents) with ISO/IEC 27001 as an internal baseline, authored IATF 16949 / ISO 9001 quality procedures, and delivered company-wide cybersecurity awareness training.
  • Automated IT operations with n8n: backup and infrastructure health monitoring, AI-powered email triage, and monthly compliance reports filed into QMS documents after one-click human approval.
  • Cut recurring IT costs 45,200฿/year by self-hosting open-source replacements (OpenMediaVault, Wazuh + Defender), and automated daily ops for 50 workstations with PowerShell + RMM into centralized dashboards.
EDUCATION2021 – 2025
Silpakorn University
B.Sc. Information Technology · Faculty of Science
  • Thesis: NFC Deck Tracker — a Flutter mobile app for real-time trading card game deck management using NFC tags, built on Clean Architecture with Firebase backend.
Diagram of the on-premise virtualization clusterDiagram of the on-premise virtualization cluster
ARCHITECTURE

On-Premise Virtualization Cluster

The company had no servers, no budget, and one IT person. Two repurposed desktops became a Proxmox VE + PBS cluster running 7+ virtualized services — NAS, reverse proxy, DNS filtering, VPN, automation, and the app server hosting the ERP and Rotjana — with automated nightly backups and near-99% uptime.

Diagram of the redesigned factory networkDiagram of the redesigned factory network
NETWORK DESIGN

Factory Network Redesign

A flat network on a single line served 230 people — one outage stopped everything. The redesign brought dual-WAN load balancing with automatic failover, a structured /24 plan separating office, production, and server zones, and WireGuard / Tailscale tunnels for remote access.

Diagram of the security and AI automation pipelineDiagram of the security and AI automation pipeline
SECURITY × AI

Security & AI Automation Program

Compliance and monitoring don't scale to a one-person team by hand. A 24-domain security framework under the automotive AISC standard (ISO/IEC 27001 as internal baseline), Wazuh + Defender on every endpoint, and n8n workflows that watch backups and infrastructure, triage email with Claude, and file monthly compliance reports into QMS registers — a human approves every write.

Diagrams are redrawn and sanitized — no real addresses, credentials, or internal identifiers.

INFRASTRUCTURE & DEVOPS
AI ENGINEERING
DEVELOPMENT
WORKFLOW & TOOLS
Rotjana — AI Document Agent
Node.jsClaude APIDocker

Rotjana — AI Document Agent

Claude-powered Discord agent that lets the IT team read and update QMS documents in plain Thai.

Enterprise Resource Planning
TypeScriptPostgreSQLDocker

Enterprise Resource Planning

In-house factory ERP covering BOM, raw materials, purchase orders, and MRP forecasting.

Massage Administration System
TypeScriptMariaDBDocker

Massage Administration System

Web admin system for Thai massage parlors — appointments, staff wages, and revenue reports.

Crossword Solver
Java

Crossword Solver

Algorithm that solves a crossword game with 8 interconnected paths using backtracking.

NFC Deck Tracker
DartC++CMake

NFC Deck Tracker

Mobile app for managing and tracking TCG decks in real time with NFC.

Astral Oracle
JavaScriptCSSHTML

Astral Oracle

Web app for tarot card readings with personalized predictions powered by Groq AI.

Have a project or opportunity in mind? Let's talk.