Ghost Poker King

Ghost Poker King is an implicit in-game guidance system that nudges players through mouse resistance rather than explicit visual hints. It combines AI-assisted poker support with a ratchet-based physical interface that makes better moves feel discoverable through touch.

Services

Tangible Interaction / AI-Assisted Gameplay System

Timeline

2025.09 - 2025.11

My Role

Concept Development: Led the core idea generation across the service concept, interaction logic, and structural direction of the project.

Interaction Strategist: Shaped how AI guidance could be delivered through physical resistance and movement, rather than direct visual explanation.

Mechanical Prototyper: Repeatedly tested and refined the ratchet-based structure, adjusting geometry and directional resistance through hands-on prototyping.

Co-workers

Seunghui Huh

Kyeonghwan Kim

Jeonghun Han

My Role

Concept Development: Led the core idea generation across the service concept, interaction logic, and structural direction of the project.

Interaction Strategist: Shaped how AI guidance could be delivered through physical resistance and movement, rather than direct visual explanation.

Mechanical Prototyper: Repeatedly tested and refined the ratchet-based structure, adjusting geometry and directional resistance through hands-on prototyping.

Co-workers

Seunghui Huh

Kyeonghwan Kim

Jeonghun Han

My Role

Concept Development: Led the core idea generation across the service concept, interaction logic, and structural direction of the project.

Interaction Strategist: Shaped how AI guidance could be delivered through physical resistance and movement, rather than direct visual explanation.

Mechanical Prototyper: Repeatedly tested and refined the ratchet-based structure, adjusting geometry and directional resistance through hands-on prototyping.

Co-workers

Seunghui Huh

Kyeonghwan Kim

Jeonghun Han

Hyunji Huh

A Computational Designer & HCI Researcher at KAIST DXD Lab. Exploring the future of human-centered interactions through data and design.

hyunjihuh@kaist.ac.kr

© 2026 Hyunji Huh

All Rights Reserved

Ghost Poker King

Ghost Poker King is an implicit in-game guidance system that nudges players through mouse resistance rather than explicit visual hints. It combines AI-assisted poker support with a ratchet-based physical interface that makes better moves feel discoverable through touch.

Services

Tangible Interaction / AI-Assisted Gameplay System

Timeline

2025.09 - 2025.11

My Role

Concept Development: Led the core idea generation across the service concept, interaction logic, and structural direction of the project.

Interaction Strategist: Shaped how AI guidance could be delivered through physical resistance and movement, rather than direct visual explanation.

Mechanical Prototyper: Repeatedly tested and refined the ratchet-based structure, adjusting geometry and directional resistance through hands-on prototyping.

Co-workers

Seunghui Huh

Kyeonghwan Kim

Jeonghun Han

My Role

Concept Development: Led the core idea generation across the service concept, interaction logic, and structural direction of the project.

Interaction Strategist: Shaped how AI guidance could be delivered through physical resistance and movement, rather than direct visual explanation.

Mechanical Prototyper: Repeatedly tested and refined the ratchet-based structure, adjusting geometry and directional resistance through hands-on prototyping.

Co-workers

Seunghui Huh

Kyeonghwan Kim

Jeonghun Han

My Role

Concept Development: Led the core idea generation across the service concept, interaction logic, and structural direction of the project.

Interaction Strategist: Shaped how AI guidance could be delivered through physical resistance and movement, rather than direct visual explanation.

Mechanical Prototyper: Repeatedly tested and refined the ratchet-based structure, adjusting geometry and directional resistance through hands-on prototyping.

Co-workers

Seunghui Huh

Kyeonghwan Kim

Jeonghun Han

Hyunji Huh

A Computational Designer & HCI Researcher at KAIST DXD Lab. Exploring the future of human-centered interactions through data and design.

hyunjihuh@kaist.ac.kr

© 2026 Hyunji Huh

All Rights Reserved

Ghost Poker King

Ghost Poker King is an implicit in-game guidance system that nudges players through mouse resistance rather than explicit visual hints. It combines AI-assisted poker support with a ratchet-based physical interface that makes better moves feel discoverable through touch.

Services

Tangible Interaction / AI-Assisted Gameplay System

Timeline

2025.09 - 2025.11

My Role

Concept Development: Led the core idea generation across the service concept, interaction logic, and structural direction of the project.

Interaction Strategist: Shaped how AI guidance could be delivered through physical resistance and movement, rather than direct visual explanation.

Mechanical Prototyper: Repeatedly tested and refined the ratchet-based structure, adjusting geometry and directional resistance through hands-on prototyping.

Co-workers

Seunghui Huh

Kyeonghwan Kim

Jeonghun Han

My Role

Concept Development: Led the core idea generation across the service concept, interaction logic, and structural direction of the project.

Interaction Strategist: Shaped how AI guidance could be delivered through physical resistance and movement, rather than direct visual explanation.

Mechanical Prototyper: Repeatedly tested and refined the ratchet-based structure, adjusting geometry and directional resistance through hands-on prototyping.

Co-workers

Seunghui Huh

Kyeonghwan Kim

Jeonghun Han

My Role

Concept Development: Led the core idea generation across the service concept, interaction logic, and structural direction of the project.

Interaction Strategist: Shaped how AI guidance could be delivered through physical resistance and movement, rather than direct visual explanation.

Mechanical Prototyper: Repeatedly tested and refined the ratchet-based structure, adjusting geometry and directional resistance through hands-on prototyping.

Co-workers

Seunghui Huh

Kyeonghwan Kim

Jeonghun Han

Hyunji Huh

A Computational Designer & HCI Researcher at KAIST DXD Lab. Exploring the future of human-centered interactions through data and design.

hyunjihuh@kaist.ac.kr

© 2026 Hyunji Huh

All Rights Reserved