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👋 Hello, I'm JongHyeok Kim, and I majored in Civil and Environmental Engineering at Hanbat National University in South Korea.

I've been researching deep learning at the ConstructionIT lab and previously researched it at the Department of Basic Science, Hanbat National University.

Especially, based on deep learning, in the former lab, we'd been conducting research to detect extent of damage to the mooring facility until early 2023. As well as, as part of that research, I developed a ROS-based construction robot to perform such tasks in 2022. In the latter lab, An inverse problem, in science, is the process of calculating from a set of observations the causal factors that produced them, was selected as the topic of our research and we were studying it using Deep Neural Network (DNN) for about a year and a half. Even though it didn't result in any tangible breakthroughs, it was a rare glimpse into the intersection of artificial intelligence and math.

Currently, I have been conducting various research attempts in the field of civil engineering, which is my main major and interests, in the fields of ConstructionIT, ROS-based robot, and sensor fusion by combining computer vision and artificial intelligence. In addition, I have recently joined various programs such as "소중한 봉사단", "Herald", and so forth at Hanbat National University to strengthen my skills.

Also, I recently started coding tutoring. I have about 9 students so far. I mainly teach students the Python language and partly android, as well as machine learning and deep learning.

I see teaching as another learning opportunity and a chance to be at the forefront of education.

Recently, I rejoined the previous ConstructionIT lab, where I am getting ready for the 14th LH competition.

Teaching is the beginning of enlightenment !

These days I'm hosting a live broadcast on my YouTube channel titled "스터디윗미(Study with me)(Civil Engineering & Mathematics & Coding)".

I have worked at LabIS as Back-End, AI Develeper until now.

Also, we have created an AI model that converts text into 3D, and we're currently developing a 2D AI model that modifies webtoon images.

I love these members. I sincerely hope that they will continue to strive in various fields and reach their dreams.

We are the Guardians Team that help each other out, collaborate, and move forward.

Our journey has just begun, and with every step we take, we want to enrich the past and prepare for the future.

Being composed of different majors allows us to look at what we are trying to do from different perspectives, which we believe will play to our strengths.

If you're having trouble solving the problem, try the following, as I did.

Originally, I used to take a walk when I had problems that were not solved or blocked, but recently, I have often driven with my recently purchased car

Taking a walk is the best solution for a healthy body and a healthy mind.

Driving with the windows open will bring you back to a clear mind with fresh air!

I've always been fascinated by the idea of pioneering a field by oneself, without anyone else's help. If I had to pick one trait that is most important to me, I would say it is capacity of staying the flow.

From the moment we are born with a brain, I think that the most important activity of being human is using it.

I basically enjoy interacting with people, and the pleasure I get from that is immeasurable.

Getting the opportunity to learn from a Guru in a field is one of the greatest joys and blessings in life.

First of all, I would like to express my sincere gratitude to Professor Jaemin Shin, who laid the foundation for all my learning.

Next, I would like to express my sincere gratitude to my professors in the Department of Civil Engineering at Hanbat National University for their encouragement and assistance in helping me learn Civil Engineering smoothly.

In particular, I would like to thank Prof. Haemin Jeon, who has been very helpful in my career. To whom I will be eternally grateful.

Also, I would also like to express my sincere gratitude to Prof. Jongseok Lee for always believing in, supporting me and caring about me.

Moreover, I would like to thank Professor Taehwa Jung for not only recognizing my potential and providing me with opportunities, such as arranging an internships at Korea University during the winter vacation, but also for always reminding me of the truth of learning.

Finally, I would like to thank my old crush, Lee Da-yoon, who is now my girlfriend again, for always being there to support me whenever I am struggling.

This is my dream space, future and space for only her ❤️.

I graduated from Hanbat National University on February 16, 2024, with a degree in Civil and Environmental Engineering, summa cum laude.

My school life at Hanbat National University has been enjoyable throughout, and I have learned a lot of different things, which are my most precious memories.

Photo with friends from the Herald, the English-language newspaper of Hanbat National University.

Photo with Myeong-gyu Kim, a reporter for the the Herald, the English-language newspaper of Hanbat National University.

At the graduation ceremony, I received a diploma from the president of Hanbat National University as a representative of the Department of Civil and Environmental Engineering on February 16, 2024. I also received the Academic Excellence Award for graduating summa cum laude from the Department of Civil and Environmental Engineering at Hanbat National University.

My tutor, Daniel Son, lives in Southern California, USA, and his sister is also taking my class, officially started working as an Android app developer at OwnLab since January 22, 2024.

I sincerely hope it's a good experience for you.

My tutor, Taewan Ko officially started working as an Android app developer at OwnLab since November 8, 2023.

I sincerely hope it's a good experience for you.

Congratulations! My tutor-Taewan Ko and Junhee Kim won the bronze award in Korea Code Fair Competitions.

Your hard work has paid off. Keep up the good work to get into the high school of your choice!

My timeline can be found here.

My timetable and plans for future can be found here.

Seoyoon Lee, Yujoon Han, Youngwoo Seo, Taewan Ko, Yeonwoo Joo, Jihan Lim, Daan Yu, Yerin Lee, Wooju Lee, Daniel Son, Abigail Son, Heewoo Kim, Wonje Lee, Yunseo Lee, Myungsoo Kim, Sungeun Jeon

[1] Room 216, S12, 125, Dongseo-daero, Yuseong-gu, Daejeon, 34158, Republic of Korea

[2] Room 608, S5, 125, Dongseo-daero, Yuseong-gu, Daejeon, 34158, Republic of Korea

[3] 50, UNIST-gil, Eonyang-eup, Ulju-gun, Ulsan, Republic of Korea

[4] 5F, 134, Dunsan-ro, Seo-gu, Daejeon, Republic of Korea

[5] Room 218, S8, 125, Dongseo-daero, Yuseong-gu, Daejeon, 34158, Republic of Korea

[6] Eng. Bldg. Rm. 233, 73-15, Anam-ro, Seongbuk-gu, Seoul, Republic of Korea

[7] Room 217, S8, 125, Dongseo-daero, Yuseong-gu, Daejeon, 34158, Republic of Korea

[8] Room 505, 15, Beobwon-ro 2-gil, Seocho-gu, Seoul, Republic of Korea

[9] Room 808, Building 1 of the Korea Science and Technology Center, 22, Teheran-ro 7-gil, Gangnam-gu, Seoul

[10] Tower B. B1F, 1153, Misiryeongyet-gil, Toseong-myeon, Goseong-gun, Gangwon-do, Republic of Korea

• Haesung Notice App
• PSG Website
• Import Hanbat Website
• The Zeus Project
• LH

• Min, J.¹, Yu, B.², Kim, J.³, & Jeon, H.^4* (2022). Development of Fender Segmentation System for Port Structures using Vision Sensor and Deep Learning. Journal of the Korea Institute for Structural Maintenance and Inspection, 26(2), 28-36.

¹ 한국건설기술연구원 구조연구본부 수석연구원, ² (주)스트라드비전 연구원, ³ 한밭대학교 건설환경공학과 학부생, ⁴ 한밭대학교 건설환경공학과 부교수

^* Corresponding author: [email protected]

• Kim, J.¹, Lee, S.^2*, Kim, M.^2*, & Na, J.^3† (2023). Study on a Machine Learning-Based Water Level Prediction Model of Gapcheon Mannyeon Bridge for Lowland Flood Prevention. Journal of the Korean Society of Hazard Mitigation.

¹ 한밭대학교 건설환경공학과 학부과정, ² 한밭대학교 인공지능소프트웨어학과 학부과정, 한밭대학교 기계공학과 학부과정, ³ 한밭대학교 창의융합학과 학부과정

^* Both authors contributed equally to this work.

^† Corresponding author: [email protected]

• Kim, J.¹, Bang, J.², & Jeon, H.^3† (2023). Multi-Directional Cement-Based Sensors with CNT@CIP Nanohybrids for Enhanced Sensing and Reliability. Journal of the Computational Structural Engineering Institute of Korea. (2024.02)

¹ 한밭대학교 건설환경공학과 학부과정, ² 충북대학교 토목공학부 박사과정, ³ 한밭대학교 건설환경공학과 부교수

^† Corresponding author: [email protected]

• Kim, J.¹, & Jeon, H.^2† (2024). Dimensional Quality Assessment for Assembly Part of Prefabricated Steel Structures using a Stereo Vision Sensor. Journal of the Computational Structural Engineering Institute of Korea.

¹ 한밭대학교 건설환경공학과 학부과정, ² 한밭대학교 건설환경공학과 부교수

^† Corresponding author: [email protected]

• Kim, J.¹, & Jeon, H.^2† (2024). Concrete Crack Analysis and Mapping with Stereo Vision and Robotic Automation. Journal of Building Engineering.

¹ 한밭대학교 건설환경공학과 학부과정, ² 한밭대학교 건설환경공학과 부교수

^† Corresponding author: [email protected]

• Kim, J.^1† (2023, July). Walking Trails around S-Buildings. The Hanbat Herald. https://www.hanbat.ac.kr/thumbnail/dwld/news/THE_HANBAT_HERALD_No.30.pdf

¹ 한밭대학교 건설환경공학과 학부과정

^† Corresponding author: [email protected]

• Kim, J.^1† (2023, December). Superconductor. The Hanbat Herald. https://www.hanbat.ac.kr/thumbnail/dwld/news/THE%20HANBAT%20HERALD%20No.31.pdf

¹ 한밭대학교 건설환경공학과 학부과정

^† Corresponding author: [email protected]

• Kim, J.¹, & Jeon, H.^2† (2022). Development of a Construction Robot for Evaluation of Assembly Performance of Modular Steel Structures. Computational Structural Engineering Institute of Korea Symposium 2022, Goseong-gun, South Korea, November 11 - November 12, 2022.

¹ 한밭대학교 건설환경공학과 학부과정, ² 한밭대학교 건설환경공학과 부교수

^† Corresponding author: [email protected]

• Kim, J.¹, & Jeon, H.^2† (2024). Dimensional quality assessment for assembly part of prefabricated steel structures using a stereo vision sensor. Computational Structural Engineering Institute of Korea Conference 2024, Jeju Island, South Korea, April 17 - April 19, 2024.

¹ 한밭대학교 건설환경공학과 학부과정, ² 한밭대학교 건설환경공학과 부교수

^† Corresponding author: [email protected]

• Kim, J.¹, & Jeon, H.^2† (2024). Concrete cracks evaluation using a mobile robot and stereo vision system. Computational Structural Engineering Institute of Korea Conference 2024, Jeju Island, South Korea, April 17 - April 19, 2024.

¹ 한밭대학교 건설환경공학과 학부과정, ² 한밭대학교 건설환경공학과 부교수

^† Corresponding author: [email protected]

스터디그룹 내 스터디원들의 1일 1커밋을 체크해주는 전자정부프레임워크 기반 프로젝트

동기부여 교육 앱 (2021 공개SW 개발자 대회 출품작)

CNN 모델의 데이터셋 전처리(Preprocessing) 및 증분(Augmentation)을 위한 솔루션(Solution)

Darknet의 IoU를 계산해주는 프로젝트

대전광역시 유성구에 위치한 5개 지점의 교량들의 수위 예측 모델에 대한 연구 및 이에 대한 iOS 및 Android 기반 어플리케이션 개발

기존에 학습된 모델을 기반으로 구글에서 이미지들을 크롤링(Crawling)한 다음, 이를 클래스별로 자동으로 폴더를 생성하여 이미지들을 분류해주는 솔루션(Solution)

Docu-Notion을 통해 노션 to 폴더로 마크다운 파일을 생성 및 이를 이동시키는 것에서 더 나아가, Github으로 커밋(Commit) 및 푸쉬(Push)를 자동으로 해주는 솔루션(Solution)

내 주변에 일 정말 잘하는 친구를 뽑고 싶을때? 알바HR!

내 알바경험으로 스펙까지 만들어주는 서비스 알바HR!

알바HR 공식 사이트 Official Website 오픈 (24.02.05)

알바HR Google Play 출시 (24.01.02)

• ConstructionIT
• Applications of computer vision and machine learning
• Sensor fusion and tracking
• Stereo vision
• Depth estimation
• Development of construction robot based on ROS with various AI models
• Automation
• Image stitching based on AR

지금 현재 한밭대학교 건설IT 연구실에서 위의 관심주제들로 연구중

Techs that I've used at least once