● PRODUCT-MINDED PROGRAM OPERATOR
I turn complex constraints into clear workflows, practical product decisions, and coordinated delivery.
● NOW — Closing a healthcare program · Building BTJ · Running an AI design crew
ScrollSELECTED WORK
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01 · HEALTHCARE PROGRAM
Healthcare Resilience Program
Sole program manager · Final report in progress
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ONLINE ⇄ IN-PERSON
02 · MARKET EXPANSION
India Market Expansion
Co-lead · Program design and execution
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03 · PRODUCT · IN DEVELOPMENT
Boxing Technique Journal
Product owner · In development
View case

01 · HEALTHCARE PROGRAM
Healthcare Resilience Program
Sole program manager · Final report in progress
View case
ONLINE ⇄ IN-PERSON
02 · MARKET EXPANSION
India Market Expansion
Co-lead · Program design and execution
View case



03 · PRODUCT · IN DEVELOPMENT
Boxing Technique Journal
Product owner · In development
View case
HOW I WORK
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I compile messy reality into a problem people can act on.
- 01Real problem
- 02Key elements
- 03Relations
- 04Options
- 05Boundaries
- 06Next step
- Small bets fast, big bets slow.
- A beautiful model isn’t a true one.
- Understand and act, in turns.
LAB — MUSELAND
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Museland
My lab: a playground for ideas and free-form making — simulators, a reading theater, odd tools, and music. Made for curiosity and play.
museland.hsuanchao.comFACILITY · LIVE
Life Scenario Simulator
Pick a question about love, add your context, and the model writes one ordinary-life scene. You react once.
FACILITY · LIVE
The Reverie
A reading theater for AI-assisted drama seasons, each taken from concept to final episode in about two hours.
FACILITY · LIVE
Cognitive Currency
A quiz that treats your daily brainpower as a currency: how a job spends it, and what it pays back.
SIDE PROJECT · AI MUSIC
Music, made with Suno.
Chamber to groove metal · suno