Jiin Heo

Crowd Choice

Year
2026
Type
Personal Project
Tools
  • Claude Code
  • GPT-6 Astra
  • Gemini API

Turning live questions into audience choices.

CROWD CHOICE is an AI-assisted polling concept for live streams. It explores how a creator’s spoken question can become a real-time vote that viewers answer in their preferred language, making audience choices easier to see within a fast-moving conversation.

Guided Beauty and Gaming demos show the concept in context. A separate working prototype uses the Gemini API to process visitors’ recorded questions and generate suggested polls in English, Korean and Chinese. I developed the experience through creative coding and AI-assisted prototyping with Claude Code and GPT-6 Astra.

Visit live website
CROWD CHOICE: an AI-assisted live polling concept. Project overview, current experience and challenge, design solution, multilingual localisation, and working prototype.
CROWD CHOICE: an AI-assisted live polling concept. Project overview, current experience and challenge, design solution, multilingual localisation, and working prototype.
CROWD CHOICE: an AI-assisted live polling concept. Project overview, current experience and challenge, design solution, multilingual localisation, and working prototype.
How the API works: your recording is transcribed, an audience choice is detected, and a suggested poll is generated in English, Korean and Chinese. If no clear audience choice is detected, no poll is returned.