Product DesignPersonalizationMLGrowth
2021 - 2023 How KKBOX Found Its Story Against Spotify
A homepage redesign turned personalization into a story about knowing the listener.
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Selected work and AI experiments around discovery, trust, creativity, and judgment.
Small builds, serious questions.
Prototypes and products built to understand how AI changes everyday thinking. They are product questions made tangible.
A spatial thinking canvas that helps me collect messy ideas, cluster them by theme, and export them into Markdown for deeper exploration with AI.
A right-click writing workflow that rewrites selected text by audience and relationship context, including friends, colleagues, and formal settings.
A product thesis for AI search that pays its sources, exploring retrieval, attribution, content licensing, and creator/publisher compensation.