I am a Master’s degree student at Seoul National University. I received my B.S. degree from Dankook University in 2023, respectively. I am currently located in Seoul, Korea, and work as a researcher in Seoul National University Construction Engineering & Management Lab. (SNUCEM). My research interests include Construction Safety and Large Language Model (LLM). As long-term practical goals, I would develop LLM based construction worker safety management program.

Research Interest

  • Large Language Models
  • Natural Language Processing in Construction
  • Construction Safety
  • Construction Management

Education

Seoul Nat'l Uni.
MS Seoul Nat’l Universit (Link) 2023 ~ present
Major Department of Architecture
& Architectural Engineering (Link)
 
Lab. SNUCEM (Link)  
Dankook Uni.
BS Dankook University (Link) 2017 ~ 2022
Major Architectural Engineering  

Projects

  • Korea Infrastructure Safety & Technology Corporation (KISTEC), Research on the Investigation and Analysis of Data for Risk Assessment in Construction Accident Prediction, 50,000,000 KRW / $ 37,000, May. 2024 - Nov. 2024, Research Assistant (PI: Ahn, C. R)
  • National Research Foundation of Korea (NRF), Establishment of a Digital Twin Platform Reflecting Precise Behavior of Structures and Utilization of Cyber-Physical Systems, Mar. 2022 - Aug. 2022, Research Assistant (PI: Kim, J)

Publications

  • Yoo, B., Kim, J., Park, S., Ahn, C. R., & Oh, T. (2024). Harnessing Generative Pre-Trained Transformers for Construction Accident Prediction with Saliency Visualization. Applied Sciences, 14(2), 664.

Conferences

  • Yoo, B., Ahn, S., & Ahn, C. R. (2024, May). Automating construction safety management documentation through integration of retrieval augmented generation with large language models. In Proceedings of the 2024 Spring Conference of the Korean Society of Safety.

Research Experience

  • Seoul National University Construction Engineering & Management Lab. (SNUCEM), Seoul National University, Korea (Mar. 2023 ~ Present)
  • Research Student at Laboratory of Intelligent Structure and Technology, Dankook University, Korea (Feb. 2022 ~ Sep. 2022)

Skills & Techniques

  • MCU: Arduino, Raspberry Pi
  • S/W: Python, C, Matlab, JavaScript, Git etc.
  • OS: Linux, Windows >= xp

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