Software designer, researcher, and amateur construction engineer.

I’m Byunghee, a software designer and researcher based in Seoul, Korea. I’m the researcher and student of SNU, where we produce creative scholarly work that made a significant impact on the Korean construction industry.

Harnessing Generative Pre-Trained Transformers for Construction Accident Prediction with Saliency Visualization

Applied Sciences

Yoo B., Kim J., Park S., Ahn C.R., & Oh T. (2024).

Improving Explainability of Generative Pre-trained Transformer Model for Classification of Construction Accident Types: Validation of Saliency Visualization

ICCEPM, July 2024

Yoo B., Woo Y., Kim J., Park M., & Ahn C.R. (2024, Jul).

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

Yoo B., Ahn S., & Ahn C.R. (2024, May).

Work

Company
Seoul National University
Role
Ph.D. Student
Date
2025 Present
Company
Seoul National University
Role
Master of Science
Date
2023 2025
Company
Republic of Korea Marine Corps
Role
Military Service
Date
2019 2021
Company
Dankook University
Role
Bachelor of Science
Date
2017 2023

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Software designer, researcher, and amateur construction engineer.

Harnessing Generative Pre-Trained Transformers for Construction Accident Prediction with Saliency Visualization

Improving Explainability of Generative Pre-trained Transformer Model for Classification of Construction Accident Types: Validation of Saliency Visualization

Automating construction safety management documentation through integration of retrieval augmented generation with large language models

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