People구성원

Researchers연구원

Agung NugrahaAgung Nugraha

Ph.D. student박사과정

Data-driven engineering inverse design데이터 기반 공학적 역설계

agung7anu@gmail.com

Duguma YeshitlaDuguma Yeshitla

Ph.D. student박사과정

Agent-based modeling & simulation에이전트 기반 모델링·시뮬레이션

dugyeshihm@gmail.com

Narges KarimzadehNarges Karimzadeh

Ph.D. student박사과정

Maritime data science해양 데이터 사이언스

karimzadehnargess@gmail.com

Heungjun Lim임흥준

M.S. student석사과정

Anomaly detection · maritime fuel consumption이상탐지 · 선박 연료 소모량

heungjun37@pukyong.ac.kr

Solmin Yun윤솔민

Undergraduate researcher학부연구생

Applied machine learning응용 머신러닝

sokwim95@gmail.com

Siyoon Jeong정시윤

Undergraduate researcher학부연구생

Applied machine learning응용 머신러닝

tg0see128@gmail.com

Interested in joining? We welcome motivated students in applied machine learning and explainable AI.함께하고 싶으신가요? 응용 머신러닝과 설명가능 AI에 열정 있는 학생을 환영합니다. Email Jihwan Lee이지환 교수에게 이메일을 보내주세요.

Alumni동문

Bongmin Cha차봉민

M.S., Data Engineering (2026)석사, 데이터공학 (2026)

DX Solutions Co., Ltd.(주)디엑스솔루션즈

Thesis졸업논문 “Development of a Deep Learning-Based Fuel Consumption Prediction Model through Cross-Vessel Voyage Log Integration”“Development of a Deep Learning-Based Fuel Consumption Prediction Model through Cross-Vessel Voyage Log Integration”

Mingyu Park박민규

M.S., Data Engineering (2025)석사, 데이터공학 (2025)

Researcher, INEEJI(주)인이지 연구원

Thesis졸업논문 “Development of an FTA-BiLSTM Based Ship Fuel Consumption Prediction Model Utilizing Available Variables in the Voyage Planning Stage”“운항 계획 단계 가용 변수를 활용한 FTA-BiLSTM 기반 선박 연료 소모량 예측 모델 개발”

Hyeonji Jeong정현지

M.S., Data Engineering (2025)석사, 데이터공학 (2025)

Senior Researcher, INNOGRID(주)이노그리드 선임연구원

Thesis졸업논문 “Prediction of Growth Days and Harvest Time for Caipira Lettuce in a Smart Farm Environment Using Object Detection”“객체 탐지 기반 스마트팜 환경 내 카이피라(Caipira) 상추의 생장 일수 및 수확 시점 예측”

DY

Dayeoung Yun윤다영

M.S., Data Engineering (2025)석사, 데이터공학 (2025)

Manager, Geumgang Bangjae Co., Ltd.(주)금강방재 과장

Thesis졸업논문 “Enhancing the Accuracy of Photovoltaic Cell Defect Detection Models through XAI-Based Image Re-Labeling”“XAI 기반 이미지 재라벨링을 통한 태양광 셀 불량 검출 모델 정확도 향상 연구”

Sieun Kim김시은

M.S., Data Engineering (2024)석사, 데이터공학 (2024)

Researcher, KOMERI한국조선해양기자재연구원(KOMERI) 연구원

Thesis졸업논문 “Analysis of Medical Device Use Error in the Manufacturer and User Facility Device Experience (MAUDE) Database with GPT and BERTopic”“Analysis of Medical Device Use Error in the Manufacturer and User Facility Device Experience (MAUDE) Database with GPT and BERTopic”

Melia Putri HandayaniMelia Putri Handayani

Ph.D., Data Engineering (2024)박사, 데이터공학 (2024)

Senior Researcher, Monitech Co., Ltd.모니텍(주) 선임연구원

Thesis졸업논문 “Maritime Data Analytics Using Explainable Artificial Intelligence for Energy-Efficient Shipping and Condition Monitoring of Marine Equipment”“Maritime Data Analytics Using Explainable Artificial Intelligence for Energy-Efficient Shipping and Condition Monitoring of Marine Equipment”

Gian AntariksaGian Antariksa

Ph.D., Data Engineering (2023)박사, 데이터공학 (2023)

Senior Data Scientist, Philip Morris International필립모리스 인터내셔널 시니어 데이터 사이언티스트

Thesis졸업논문 “Improving Geological Interpretation and Prediction for Hydrocarbon Exploration using ML-based Approach”“Improving Geological Interpretation and Prediction for Hydrocarbon Exploration using ML-based Approach”

Ahmed Hamdi AbdurhamnAhmed Hamdi Abdurhamn

Ph.D., Data Engineering (2023)박사, 데이터공학 (2023)

Assistant Professor, Dong-eui University동의대학교 조교수

Thesis졸업논문 “Deep Learning-based Approach to Software Changes Recommendation with Consideration for Propagation Effects in Large Software System”“Deep Learning-based Approach to Software Changes Recommendation with Consideration for Propagation Effects in Large Software System”

Hyunju Kim김현주

M.S., Data Engineering (2023)석사, 데이터공학 (2023)

Researcher, BISTEP부산과학기술고등교육진흥원(BISTEP) 연구원

Thesis졸업논문 “Prediction of Vessel Fuel Consumption Using Explainable Artificial Intelligence (XAI)”“설명가능한 인공지능(XAI)을 활용한 선박 연료 소모량 예측”