Skip to content
View shkwon98's full-sized avatar
πŸ’¬
πŸ’¬

Highlights

  • Pro

Block or report shkwon98

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
shkwon98/README.md

header





πŸ‘¨β€πŸ”§ Introduction

I’m a robotics engineer interested in building the software and control architectures that connect real-time robot systems with emerging Physical AI.
Recent Vision-Language-Action models have made impressive progress in multimodal reasoning and general-purpose robot behavior. I believe their next leap will come from becoming more contact-aware, execution-aware, and physically grounded β€” especially in manipulation tasks where success depends not only on where the robot moves, but also on how it interacts with the world.
My interests center on Contact-Implicit VLA, Execution-Aware VLA, and Dexterous Manipulation with Robotic Hands. I’m particularly interested in policies that reason about contact, compliance, force, uncertainty, and execution feedback, moving beyond geometry-centric action representations such as poses, waypoints, and trajectories.
With a background in robotic manipulation, real-time robot systems, and software infrastructure, I approach Physical AI through the lens of execution: how intelligent policies interact with sensing, control, timing, and hardware constraints on real robotic platforms.
I enjoy exchanging ideas with people exploring how robots can act, adapt, and interact reliably in the physical world. Feel free to reach out for discussions about the exciting developments in this field.


πŸ‘¨β€πŸ’» Career

πŸ”Ή Robotics Researcher at Robot Platform Team, Tommoro Robotics, Seoul, Korea (2025.11 ~ Present)
πŸ”Ή System Software Engineer at Recreational Boat Autonomous Team, Avikus, HD Hyundai, Seoul, Korea (2023.01 ~ 2025.11)
πŸ”Ή Undergraduate Researcher at Center for Intelligent and Interactive Robotics, AIΒ·Robot Institute, Korea Institute of Science and Technology, Seoul, Korea (2022.06 ~ 2022.08)
πŸ”Ή Undergraduate Researcher at Center for Intelligent and Interactive Robotics, AIΒ·Robot Institute, Korea Institute of Science and Technology, Seoul, Korea (2021.12 ~ 2022.02)


πŸ‘¨β€πŸŽ“ Education

πŸ”Ή M.S in Artificial Intelligence from Seoul National University, Seoul, Korea (2026.03 ~ )
πŸ”Ή B.S in Mechanical Engineering from Hanyang University, Seoul, Korea (2017.03 ~ 2023.02)


πŸ” Research Interest

My research interest includes, but not confined to,
πŸ”Έ Physical AI & Multimodal Robotic Foundation Models
πŸ”Έ Dexterous Manipulation & Robotic Hand Control
πŸ”Έ Software System Architecture & Communication Protocol Design
πŸ”Έ Real-time Control Systems
πŸ”Έ Mission Planning




hits

footer

Pinned Loading

  1. Sunghyun Kwon's GitHub Stats Sunghyun Kwon's GitHub Stats
    1
    ⭐    Total Stars:                               55
    2
    βž•    Total Commits:                          5,037
    3
    πŸ”€    Total PRs:                                 27
    4
    🚩    Total Issues:                               4
    5
    πŸ“¦    Contributed to:                            17
  2. I'm an early 🐀 I'm an early 🐀
    1
    🌞 Morning    97 commits  β–ˆβ–ˆβ–β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘  10.2%
    2
    πŸŒ† Daytime   455 commits  β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘  47.7%
    3
    πŸŒƒ Evening   304 commits  β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘  31.9%
    4
    πŸŒ™ Night      97 commits  β–ˆβ–ˆβ–β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘  10.2%
  3. πŸ’» Programming Language Stats πŸ’» Programming Language Stats
    1
            C++ β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘ 63.15%
    2
              C β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘ 22.58%
    3
          CMake β–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘  3.29%
    4
       Makefile β–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘  2.49%
    5
         Python β–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘  2.07%