Principal Software Architect · AI Orchestrator · 14+ years
I design the
core.
Agents execute within the
boundaries.
An AI-Empowered Solopreneur operating model: first-principles architecture and internationally recognized business analysis and project management practices define the system; a network of AI agents accelerates implementation without inheriting decision authority.
- 14+
- years in software architecture and technology leadership
- 150+
- people in the technology organization operated at Levinci
- 123,000+
- orders per year processed by NailSoft across US and Canadian time zones
- 2M
- monthly traffic handled by the Jollibee ecosystem
- 710/718
- automated tests passed by KBX in an independent May 2026 assessment
- 270
- commits delivered in a two-week KBX implementation cycle
01Positioning
Architecture at organizational scale. Execution at agent speed.
02Experience
Current leadership roles
Chief Research & Development Officer (CRDO)
Lead AI-native system architecture and design controlled automation workflows for internal and B2B products.
Established production-oriented architectures with clear security boundaries between AI advisory systems and deterministic operational policy: AI can propose; policy decides.
Founder, CEO & System Architect
Operate a technology organization of more than 150 people while leading core architecture, software delivery, and technology consulting across the United States, Europe, Singapore, and Vietnam.
Delivered cloud-based POS and SaaS systems at operational scale. NailSoft processes more than 123,000 orders per year across US and Canadian time zones. The Jollibee ecosystem routes orders automatically in under two seconds at a reported traffic volume of approximately two million per month.
03Selected portfolio
Eight systems across three architectural capabilities
Capability 01
AI systems & controlled agentic workflows
WP Admin AI Assistant
Product Architect & Full-stack Developer
A conversational AI assistant embedded in WordPress Admin for managing the platform through natural language.
- Runtime
- Claude, Gemini, and Ollama support with approximately 31 tools.
- Governance
- Risk-classified actions, confirmation gates for sensitive operations, and complete audit records.
- Verification
- Vitest, a PHP integration harness, and Playwright end-to-end tests.
Agent Dev & Codex Custom
Product Architect & Lead Developer · AI Operating Workspace
A developer operating layer that separates the control plane from the host runner through Unix socket RPC, validates typed schemas before state changes, and exposes a mobile-first PWA for session and job monitoring.
- 37custom skills
- 31tool entrypoints
LI Portal
Enterprise AI Workspace
An enterprise AI Knowledge & Workflow Hub that gives employees one secure workspace for querying internal policies and SOPs in natural language and automating governed business workflows.
- Control model
- Centralized information security and workflow governance rather than disconnected AI tools.
Capability 02
Developer tooling, data labs & research
KBX · Project Knowledge Base Template
Principal Architect & Tooling Developer
A docs-as-code project knowledge platform built around a Principal Grounding Contract that standardizes context for human and AI collaborators.
- 9.0/10System Architecture & Governance
- 9.0/10Implementation Velocity
- 710/718automated tests passed
- 270commits in two weeks
Image Quick
AI/Non-AI Image Production CLI
A production-oriented CLI for image sourcing and editing with OpenAI and Gemini support, automated QA for composition and background defects, and a clean separation between the development surface and the publish-ready npm package.
Pine AutoTrade Lab
Strategy Engineering, Architect & Developer
Algorithmic trading research and automation across FreqTrade, ORCA, and Pine Script, with data-analysis workflows for backtesting and continuous low-latency execution.
Capability 03
Cloud automation & infrastructure
DevOps WHC
Controlled Deployment Tool Server
A TypeScript CLI and stdio tool server for deploying WordPress to WHC/cPanel with explicit confirmation, rollback contracts, and standardized logs so agents can repeat operations without exceeding their authority.
MyThoMarket / GoRightOps
CMS & Infrastructure Operations
GCP infrastructure managed entirely through Terraform/OpenTofu, with GitHub Actions, Workload Identity Federation, and a governance model that separates infrastructure code from runtime secrets.
04Capabilities
Professional foundation
Professional credentials
Certified Business Analysis Professional (CBAP) · Project Management Professional (PMP) · Agile
AI-native development
Agentic Workflows · Model Context Protocol (MCP) · Boundary Control · Deterministic Governance
System architecture & modeling
GraphDB · Enterprise Knowledge Graphs · First-principles system decomposition
Cloud & DevOps
GCP Cloud Run · Workload Identity · Terraform/OpenTofu · CI/CD · Playwright · Vitest
Academic mentoring
Academic and innovation mentoring at UEH, FPT, and RMIT
Markets served
United States · Canada · Europe · Singapore · Vietnam
05Contact