Introduction
I am a Graduate Student Researcher at KAIST (Rise Lab), advised by Prof. Kimin Lee. My research lies at the intersection of Physical AI and Human-Computer Interaction (HCI).
Previously, I was a founding member of Polariant, where I developed novel polarization-based positioning technology that led to the company's acquisition by SOCAR. I subsequently engineered large-scale IoT systems at SOCAR and designed cloud architectures for Hi-Tech enterprises as a Solutions Architect at AWS.
Currently, I aim to develop proactive agents embedded in smart glasses and robots. I explore how these agents can utilize egocentric perception to understand user context and provide adaptive support, leveraging my industrial scalability experience to build robust AI for the real world.
Work Experience
KAIST (Korea Advanced Institute of Science & Technology)
Graduate Student Researcher
- Advisor: Prof. Kimin Lee (Rise Lab)
- Researching Physical AI, Proactive Agents through smart glasses, and Human-Robot Interaction
Amazon Web Services (AWS)
Solutions Architect (L5)
- Specialized in High-Tech industries (Semiconductors, Batteries, Automotive).
- Designed Cloud/AI architectures for major enterprise clients including LG and Hyundai.
SOCAR
IoT System Engineer & Data Scientist
Polariant (Acquired by SOCAR)
Principal Engineer & Co-Founder
Publications
Hierarchical Policies from Verbal and Egocentric Human Signals for Natural Human-Robot Interaction
Dongjun Lee*, Juheon Choi*, Dong Kyu Shin*, Sinjae Kang, Kimin Lee
Learning Multi-View Spatial Reasoning from Cross-View Relations
Suchae Jeong*, Jaehwi Song*, Haeone Lee, Hanna Kim, Jian Kim, Dongjun Lee, Dong Kyu Shin, Changyeon Kim, Dongyoon Hahm, Woogyeol Jin, Juheon Choi, Kimin Lee
State Your Intention to Steer Your Attention: An AI Assistant for Intentional Digital Living
Juheon Choi, Juyong Lee, Jian Kim, ChanYoung Kim, Taywon Min, W. Bradley Knox, Min Kyung Lee, Kimin Lee
POL360: A Universal Mobile VR Motion Controller using Polarized Light
Hyouk JANG, Juheon CHOI, Gunhee Kim
Projects
Education
- Advisor: Prof. Kimin Lee
- Top Graduate
Patents
Honors & Awards
- POL360: A Universal Mobile VR Motion Controller using Polarized Light
- Team Lead, Smart Stroller Brake
- Supernumerary Robotic Finger
- Team Lead, Vehicle horn display system for the hearing impaired
- Spatial perception improvement game using light and acrylic box
- Self-inflating life tube