Interested in MLOps, 3D Reconstruction and Neural rendering
Career
Korea Institute of Science and Technology | Seoul |
Research Assistant | Sep 2023 - Present |
Education
Korea University | Seoul |
Master’s Degree | Sep 2024 - |
Soongsil University | Seoul |
B.S. in Department of Electrical Engineering and Department of Computer Science | March 2017 - August 2023 |
Korea Digital Media Highschool | Ansan |
Web Programming | March 2014 - February 2017 |
Experience
Guacamole | Seoul, Korea |
AI Developer | Sep. 2023 - Dec. 2024 |
LG Aimers 3rd | Seoul, Korea |
Member | June. 2023 - Sep. 2023 |
SK Telecom FLY AI Challenger | Seoul, Korea |
Member | Dec. 2022 - Feb. 2023 |
• Conducted 3D object reconstruction from single-view furniture images using crawling
• Developed a spatial furniture segmentation model
• Implemented model serving for segmentation, classification, and recommendation using BentoML |
Electric Power Network Economics Lab, Soongsil Univ. | Seoul, Korea |
Undergraduate Researcher, Advisor Prof. Gyeongbin Song | Feb. 2022 - Aug. 2022 |
• Predicted electricity usage based on GDP and seasonal weather temperature variations
• Wrote a manual for the regression-based power production prediction program |
Honors & Awards
2024 | 우수상 | FriendliAI LLM Hackathon
(LLM을 통해 원본 컨텐츠 영상과 재생산 침해 영상의 관련성 찾기) | FriendliAI |
2024 | 우수포스터상 | 2024 한국CDE학회 동계학술대회
(WebXR에서의 협동 로봇 원격조작을 위한 뷰 인터페이스 비교) | 한국CDE학회 |
2023 | 3rd Place | 2023 Deep Learning based KIOSK product detection AI Model Develop contest | Seoul University |
2022 | 3rd Place | 2022-1, Soongsil Capstone Design Competition | Soongsil University |
2022 | 1st Place | Soongsil Engineering Award | Soongsil University |
2021 | 3rd Place | Global Game Challenge | |
2018 | 3rd Place | Student Formular Competition | Korea Society of Automobile Engineers |
Paper
Web-based Breadboard Electrical Circuit Analysis Using Object Detection for Education Purpose
Journal of Digital Contents Society (Domestic, 2022)
Se Hyeon Park, *Seoung-Ho Choi
WebXR-Based Remote Robot Control with the Spatial Context of Digital Twin
Society for Computational Design and Engineering (Domestic, 2024 Winter Conference)
Se Hyeon Park, Kunyeol Na, *Byounghyun Yoo
The 30th International Conference on 3D Web Technology (Web3D ’25)
Se Hyeon Park, Yechan Yang, Myeongseong Kim, *Byounghyun Yoo
Skills
Language | Python
C
Javascript |
Tools | Blender(3D Modeling and Rendering)
Premier Pro
After Effect |
ML/DL Frameworks | PyTorch
TensorFlow |
Frontend Frameworks | Vue.js |
Backend Frameworks | BentoML(MLops)
Flask(Serving API) |
Experiences
Software Projects
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AI Projects
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KIST Projects
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