AI-NATIVE BUSINESS BUILDER
I work where emerging technology meets commercialization — turning new capabilities into products, markets, and systems people can actually use.
Explore projects ↗CGO & Southeast Asia Head, Leansight
AI-Native Transformation Advisor
SignalOS · Kairos · CollaborationOS
AI-Native Systems · Global GTM · 0→1 Business Building · Enterprise Transformation
INDEPENDENT SYSTEMS
Independent systems I am building in public, or bringing toward public release.
AI-Native Investment Research Operating System
A structured cognitive system for discovering early signals, compounding research, and forming confidence-rated investment judgments.
Macro Cycle Observatory / 周期天象图
A public macro-cycle observatory for regime readings, long-wave context, watchlists, asset implications, and evidence-gated validation.
Human + AI Decision Methodology
A methodology for humans, multiple AI systems, and domain experts making high-stakes decisions under uncertainty, designed to keep evidence grounded and responsibility clear.
OPERATING EVIDENCE
I have helped build systems spanning industrial operations, consumer experiences, enterprise transformation, and global market entry. These are selected threads from that work.
Agents embedded in monitoring, coordination, scheduling, forecasting, and frontline decisions.
Positioning, partner networks, local delivery ecosystems, and cross-regional market entry.
Consumer commerce systems across DTC, O2O, OMS, WeChat, marketplaces, and standalone sites.
Strategy connected to organization, operations, IT, portfolio work, and strategic collaboration.
Quality, MES, enterprise software, and data platforms made to perform inside complex operations.
OPEN A CONVERSATION
I am interested in ambitious products, difficult market-entry problems, and open projects worth building together.
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