TY Wang

Projects

From flagship ventures to advisory work, deconstructing my battle-tested dimensions

This is not a flattened resume. It is a six-case view into how I operate across AI adoption, HealthTech, enterprise delivery, and deep-tech judgment.

AI adoption cases

Start with Crosspoint and dentall if you want to see AI move from demo into real workflows.

Enterprise delivery and architecture

Start with the SEA advisory case if you care about platform execution and cross-team discipline.

Deep tech and founder judgment

PurismEV, Botmize, and QuantumSmile show the deep-tech and founder side of the operating model.

Flagship Ventures

The two core ventures that best represent my long-term operating model: one turns AI into workflow reality, the other scales platform, organization, and governance together.

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

Deep Tech & Advisory

These engagements show that I do not only build my own products. I can also operate inside deep-tech programs and enterprise-scale delivery constraints.

PurismEV

2024-Present

At PurismEV, I mostly helped the team make the energy, product, and algorithm path clearer

This chapter was a mix of technical advisory and some R&D collaboration. I mainly helped with strategy, business model, and technical-feasibility questions, while also contributing to core IoT algorithm work and AI battery-efficiency research.

Technical Advisor / Strategy, Feasibility & Algorithm Collaboration

Smart MobilityAI PowertrainIoT SystemsEnergy OptimizationTechnical Advisory

public efficiency gain

40%+

EV platforms tested

10+

go-to-market

OEM + Fleet

PurismEVSmart Mobility / AI Powertrain / IoT Systems
View Case Study

SEA Super-App Tech Advisor

2020-2021

Supporting enterprise-grade delivery inside a major Southeast Asian consumer platform

Through a Silicon Valley partner, I contributed to a large Southeast Asian super-app program where the real challenge was reliable delivery under high integration and traffic demands.

Technical Advisor / Enterprise Platform Delivery

Enterprise ArchitectureSuper AppPlatform DeliveryTechnical Advisory

market scale

SEA scale

system bar

Enterprise-grade

delivery mode

Cross-team

Anonymous Southeast Asian super appConsumer Platform / Enterprise Architecture
View Case Study

The Serial Founder Roots

These are the early founder chapters where many of my later operating instincts were formed under real pressure.

Botmize

2016-2017

Building the analytics layer for chatbots before the market matured

Botmize was designed as Google Analytics for chatbots, and it also became a vehicle for technical thought leadership, community building, and fundraising.

Founder / Conversational Analytics

Conversational AIAnalyticsFounderDeveloper Community

Chatbot Magazine writer

Top 100

meetup attendees

100+

investment signal

Zeroth-backed

Global chatbot builders and product teamsConversational AI / SaaS / Analytics
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QuantumSmile

2017-2018

Reverse-engineering dialysis-machine protocols into a real-time monitoring system

I spent three months inside dialysis centers, studied multiple machine brands, and built an IoT bridge that turned manual note-taking into live clinical monitoring.

Founder / Medical IoT Systems

Medical IoTReverse EngineeringClinical WorkflowHealthTech

on-site immersion

3 months

data throughput

1,000+/sec

nurse coverage

4-8 beds

Dialysis centers and medical operatorsMedical IoT / Clinical Workflow / HealthTech
View Case Study