Profile

Software Engineer with 8+ years shipping production systems in manufacturing. Own architecture, delivery, and quality end-to-end. Prefer roles that allow unrestricted AI tooling across the full workflow — while keeping human ownership of outcomes. Full Stack (Node, React, .NET, Python) · GCP ops · applied AI (OCR, automation pipelines).

AI Innovation Case Study

Independent after-hours R&D (2025–Present) — full ownership of product architecture, implementation, deploy/ops, and AI-assisted delivery (human ownership, not agent-only automation).

Modular enterprise platform Live
2025 - Present
ERP/HCM · Node/Express · Prisma · React · Docker
  • Designed a modular Docker shell with clear service boundaries — auth, master data, HR, payroll, expense, accounting, and projects — behind an API gateway with Redis/Postgres.
  • Built OCR + human-in-the-loop review for tax/expense documents (model-assisted extraction with human approval), plus compliance hardening across platform phases.
Local knowledge platform for IDE agents
2026
RAG · MCP · Vector store · Private/local R&D (not a public live product)
  • Built a Dockerized RAG + MCP stack (embeddings, vector store, HTTP MCP tools, REST API, management UI) with multi-collection ingest from a git-backed single source of truth for shared retrieval across IDE agents.
Production content automation Live
2026
Python · TypeScript · GCP · Full-stack + ops
  • Shipped multi-service pipeline (API, worker, gateway, Postgres, Redis) on GCP Compute Engine + Docker, with Cloud Run URL resolver, Cloud Storage, Artifact Registry, Secret Manager, and Cloud Build.
  • End-to-end flow: marketplace product link → script / video / caption / thumbnail → human review → publish or download; automated tests and real production ops discipline.

Professional Experience

Lead Oracle System Analyst I (IT)
May 2024 - Present
Fabrinet Co., Ltd.
  • System Modernization: Rebuilt legacy workflows on C#/.NET 8 & React, cutting feature deployment from 3 days to under 1 hour.
  • AI Data Automation: Built an AI-driven engine for hierarchical data pivoting, reducing a 24-hour manual process to <10 minutes.
  • Document Intelligence: Developed and trained ML models for invoice classification and data extraction, reducing manual vendor sorting and entry errors.
  • Legacy System Optimization: Led performance tuning and framework upgrades across assigned legacy platforms, improving system speed by at least 50% and long-term maintainability.
Analyst IT, Solution (Shopfloor)
Oct 2022 - Apr 2024
Celestica (Thailand) Co., Ltd.
  • Problem: High-volume shopfloor data needing reliable 24/7 uptime with low downtime risk.
  • Solution: Designed and maintained Oracle/SQL databases and web applications focused on stability and operational continuity.
  • Result: Supported continuous 24/7 operations for global-scale manufacturing lines.
  • Performed root-cause analysis on IT/OT incidents to keep production visibility online.
System Developer (IT)
May 2022 - Oct 2022
Beko Thailand Ltd.
  • Problem: Manual tracking of assets and production data slowed operations.
  • Solution: Built AppSheet applications and real-time dashboards on SQL databases.
  • Result: Enabled live asset and production monitoring with less paperwork and lower data latency.
System Engineer
Aug 2018 - Apr 2022
Thai-German Institute
  • Built an Integrated Control Platform for web-based control and monitoring of industrial machinery.
  • Delivered IoT solutions for SME digitalization — from PLC data acquisition to cloud analytics.