How I Work

I build AI systems and developer infrastructure. Here's how we can work together.

Option 1

AI Agent System Design & Build

4-12 weeks

Design and implement multi-agent systems for your workflows. From architecture to production deployment — agent orchestration, tool integration, reliability patterns, and observability.

Best for: Teams that want AI agents doing real work (not chatbots), production-grade with monitoring and fallbacks

Option 2

Developer Tooling & Platform Engineering

2-8 weeks

Build internal tools, CLI systems, config-driven pipelines, and developer platforms that reduce friction. IaC, CI/CD optimization, and internal APIs that make your team faster.

Best for: Internal developer platforms, CLI tools, config-driven workflows, CI/CD acceleration

Option 3

Architecture Review & Advisory

1-2 sessions

Second opinion on your AI system architecture, infrastructure decisions, or platform strategy. I'll review your current setup and give you concrete, actionable recommendations.

Best for: Architecture decisions you're unsure about, pre-build validation, scaling strategy

Option 4

Ongoing Technical Partnership

3+ months

Long-term collaboration on AI infrastructure and platform engineering. Embedded as a senior engineer on your team — shipping features, building systems, mentoring on AI-enabled workflows.

Best for: Teams that need a senior AI/platform engineer without the full-time hire commitment

FAQ

What stack do you work with?

TypeScript/Python, AWS (ECS, Lambda, CDK), Supabase, K3s, Next.js, and various LLM providers (Claude, GPT-4, Gemini). I pick what fits the problem, not the other way around.

Can you work async/remote?

Yes, all my work is remote. I overlap well with US Pacific and European timezones from Taipei (GMT+8).

Do you do frontend work?

I can, but it's not my focus. I'm most valuable on the systems/infrastructure/AI layer. If your project needs full-stack, I'll handle the backend and AI pieces.

What does "AI agent system" actually mean?

Not a chatbot. I build systems where multiple AI agents coordinate to complete real tasks — code review, content generation, deployment orchestration, data analysis — running autonomously with human oversight.

Let's talk

Describe what you're building or the problem you're facing. I'll reply within 2 business days.

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