Hi, I'm Yuki.
I study how people decide and learn in complex systems.
That means measuring attention, motivation, and behavior — not just what people say they do.
I work with behavioral data, biometrics, and mixed methods. The findings become product decisions.
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Selected UX Research Work
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0 → 1 Product Projects
Product · In Progress
Subscriptions I Forgot I Had
I have more than 20 subscriptions. In the last six months I've been on the phone with platforms and credit card companies five times over charges I didn't want. That was in the last six months alone.
The apps that cancel for you break the moment a site changes its flow. This one doesn't click for you. It finds what you're paying for, pulls the current cancellation path, and drafts the email when an email is what it takes.
The model runs on your machine. Your mail is read locally and never uploaded.
Now: testing how accurately a local model can identify subscriptions from receipts.
Yuki Yuxian Lin