Personal Site x AI Workflow Notes

Bridging AI and Real-World Business.

I am a founder / CTO. This site is half AI-adoption case studies, and half notes on how I connect AI tools and workflows into everyday work.

If you are looking for AI adoption, workflow integration, CTO leadership, or case studies, Projects and Writing are the two highest-signal parts of this site.

Projects

Real products and operating systems

AI Tools

The ones I actually use

Workflows

Reusable notes from real work

Credentials

From HealthTech to global rollout, I build systems that ship in production

These four areas summarize the environments where I have repeatedly delivered: global rollout, medical systems, AI adoption, and enterprise-grade architecture.

Global Footprint

US / JP / CN / VN / TW

Multi-market product and technical execution

HealthTech

#1 Dental Platform in TW

Multiple Medical Center Deployments

AI & Fitness

WorldGym & RIZAP

AI System Integration

Enterprise Architecture

ISO 27001 & 27701

Security and privacy certification buildout, recognized by BSI

Selected Work

Technical judgment translated into business outcomes

These are projects I have actually built or led. Not a flattened resume, but case studies that explain the problem, the solution, the execution, and what changed.

Crosspoint AI posture assessment product visual

Flagship Venture

2018-Present

Crosspoint: turning AI posture assessment into something chain fitness teams would actually use

By keeping the system wearable-free, I was able to take AI posture assessment into real gyms like WorldGym and RIZAP. What mattered most to me was not the demo, but whether coaches would actually use it.

Founder / AI Product & GTM Lead

AI Posture AssessmentComputer VisionFitnessTechWorkflow Integration

major chain customers

3 chains

WorldGym deployment

TW rollout

wearable-free stack

100% Pure Vision

WorldGym, RIZAP, MegaFit, and othersFitness / Computer Vision / B2B SaaS
View Case Study
dentall AI tooth-chart and clinical-text product visual

Flagship Venture

2018-Present

dentall: building the platform, AI layer, and governance base together

At dentall, I was growing the product and engineering organization while also helping build the cloud HIS, the AI product line, and the governance base underneath it.

CTO / Org Builder & AI Product Lead

Dental SaaSHealthTechAI ProductsEngineering LeadershipISO 27001

clinic footprint

3,000+

company scale

60-100

ISO buildout

4 months

3,000+ dental clinics and platform users in TaiwanDental SaaS / HealthTech / AI
View Case Study

AI Workflow Notes

Writing down my AI lessons to make work a little easier

This is the most frequently updated part of my site. I use it to document how I actually use AI tools, design workflows, and build context that is genuinely useful.

AI needs team structure graphic
Mar 26, 20263 min read

Would you let the same engineer code, test, review, and deploy alone?

Anthropic's new article made me more certain that AI agents also need role separation. A lot of team lessons get repeated almost exactly.

AI Team DesignAgent Architecture
Read Article
Engineer who does not code graphic
Mar 26, 20263 min read

How did a non-engineer ship 263 commits with AI in 30 days?

Once AI lowers the cost of execution, the scarcer skill becomes planning, judgment, and knowing what should happen first.

AI CodingPlanning
Read Article
LINE AI Bridge graphic
Mar 24, 20263 min read

What if your LINE could do work for you, not just chat?

I turned LINE into a remote control for AI. One message from outside, and the AI on my computer gets to work and sends the result back.

LINE AIRemote Workflow
Read Article

Contact

If you are exploring AI adoption, product execution, or engineering leadership

If these topics overlap with what you are working on, feel free to email me or reach out on LinkedIn or Facebook.