Contributions and outcomes
- Hackathon: 2026 Sea x OpenAI Regional Codex Hackathon Taiwan, top-5 finalist out of 30 teams.
- Owned the AI facilitator Omni, which detects groupthink signals such as premature convergence, drifting off topic, and unequal participation and speaks only with participant consent; also owned the personal assistant Muse's voice-input drafts and "read aloud to the room" feature.
- Wrote the agent tests, browser verification scripts, and the design document for groupthink detection.
Screenshot provenance: The production home page.

