Global Footprint
US / JP / CN / VN / TW
Multi-market product and technical execution
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.
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.
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.
Flagship Venture
2018-PresentCrosspoint: 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
Flagship Venture
2018-Presentdentall: 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 StudyAI Workflow Notes
AI tools in practice, and how they fit into real work
Apr 24, 20267 min read
Claude Code did not get dumber, it got managed worse
Anthropic acknowledged on April 23 that Claude Code quality has dropped. The real culprit was not the model — it was the system around the model: the harness.
Claude CodeAI Product Management
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Apr 22, 20265 min read
GPT-Image-2 finally connects the design-to-code chain
Better images are not the headline. The headline is that the design-to-code pipeline finally holds together — and what that means for how teams are organised.
GPT-Image-2AI Design
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Apr 21, 20265 min read
Turning the leaked Claude Design prompt into four usable skills
The real value is not the prompt — it is the methodology inside. I pulled it apart into four skills: DeckBuilder, AntiSlopReview, DesignContextImport, and FrontendVerify.
Claude DesignClaude Skill
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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.