Projects
Active products, public demos, open-source software, experiments, and archived work are listed with personal contribution, outcomes, stable IDs, and sources.
Past products and archive
Why each project ended, paused, or transferred, and what I learned from it.
Business Transferred
An AI chatbot for LINE. It grew to more than 10,000 friends on LINE before the business was transferred.
Personal contributionIdeation / UI design / Backend / AI & Model Design / Infrastructure / Marketing / Operations and growth
OutcomeMore than 10,000 friends on LINE / Business transfer
Why it ended or transferredI stopped developing and operating the product when the business was transferred.
Lessons learnedEmbedding the product in a channel people already use daily was a major driver of early growth. / A business transfer after growth requires a clear handoff of operational responsibility and knowledge.
LINE / AI chatbot / consumer / growth
Test Concluded
A voice-based social app for Gen Z built around short voice posts. It was publicly tested in 2024.
Personal contributionIdeation / UI design / Frontend / Backend / Infrastructure / Operations and growth
OutcomeLaunched a public test of the Gen Z voice social app in July 2024 / Used the public test to validate usage assumptions and operational requirements
Why it ended or transferredEnded the time-boxed test and discontinued the service.
Lessons learnedA voice social product must design for its initial community and moderation, not only its feature set. / The trial provided evidence for deciding whether to continue development within a short period.
voice social network / Gen Z / mobile / experiment