Nichole Yixuan Huang.

Work · AI-enabled systems

I don't just use AI.
I design with it.

I use AI coding agents as collaborators to turn messy, recurring work into reliable systems—from defining the workflow and structuring data to testing, shipping, and improving the experience.

01Built & in daily use

Career OS

A private command center for managing a multilingual job search in Japan: applications, deadlines, document versions, interview preparation, learning goals, and a continuously refreshed opportunity pool.

  • Designed the information architecture around a real workflow
  • Connected automations, live data, and an AI-assisted research loop
  • Iterated from daily use and collaborator feedback
Visual reconstruction · Private data intentionally excluded
Sanitized visual reconstruction of Nichole's private AI-assisted Career OS
Concept visualization for an AI-assisted personal life management hub
02Concept exploration

Life OS

An exploration of how the same systems thinking could support everyday life—shared planning, home routines, meals, travel, and reflection—without losing warmth or human judgment.

  • Technology that stays quietly useful in the background
  • One calm home for fragmented everyday decisions
  • Designed around people, not productivity for its own sake
Future concept · Not yet a live product
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