| Laboratory Members - Industrial Engineering | 
Lutfiana Sausan
| 
                | 
        
             Graduate Student, on MS Degree (2026,Spring) 
 School of Industrial Engineering Kumoh National Institute of Technology  | 
        
             Office : Global 647 Phone: 054-478-7673 Email : academic.sausan "at" gmail.com  | 
    
Tagir Salakhov
| 
                | 
        
             Graduate Student, on MS Degree (2026,Summer) 
 School of Industrial Engineering Kumoh National Institute of Technology  | 
        
             Office : Global 541 Phone: 054-478-7668 Email : tagir2000 "at" kumoh.com  | 
    
Adela Safitri
| 
                | 
        
             Graduate Student, on MS Degree (2026,Summer) 
 School of Industrial Engineering Kumoh National Institute of Technology  | 
        
             Office : Global 647 Phone: 054-478-7673 Email : safitri.asn "at" gmail.com  | 
    
| Laboratory Members - Engineering Consulting | 
Heejun Cho
| 
                | 
        
             Graduate Student, on Ph. D. Degree (2026, Spring) 
 Graduate School of Consulting Kumoh National Institute of Technology, Korea  | 
        
             Office : Global 458 Phone: 054-478-7017 Email : jyuni "at" inhyunits.co.kr  | 
    
Jinho Lee
| 
                | 
        
             Graduate Student, on Ph. D. Degree (2027, Spring) 
 Graduate School of Consulting Kumoh National Institute of Technology, Korea  | 
        
             Office : Global 458 Phone: 054-478-7017 Email : wktn0819 "at" naver.com  | 
    
| Laboratory Members - Digital Convergence Engineering | 
Pillwoo Jang
| 
                | 
        
             Graduate Student, on P.h. Degree (2026,Spring) 
 Digital Convergence Engineering Kumoh National Institute of Technology, Korea  | 
        
             Office : Global 623 Phone: TBA Email : gojpw "at" kepco-enc.com  | 
    
Minsu Kim
| 
                | 
        
             Graduate Student, on P.h. Degree (2027,Spring) 
 Digital Convergence Engineering Kumoh National Institute of Technology, Korea  | 
        
             Office : Global 623 Phone: TBA Email : sriiv7777 "at" gmail.com  | 
    
Seungwon Yoon
| 
                | 
        
             Graduate Student, on Mater Degree (2026,Spring) 
 Digital Convergence Engineering Kumoh National Institute of Technology, Korea  | 
        
             Office : Global 623 Phone: TBA Email : swyoon "at" kepco-enc.com  | 
    
Jaeryong Kwak
| 
                | 
        
             Graduate Student, on Mater Degree (2027,Spring) 
 Digital Convergence Engineering Kumoh National Institute of Technology, Korea  | 
        
             Office : Global 623 Phone: TBA Email : ko57891 "at" kepco-enc.com  | 
    
Jinho Jeong
| 
                | 
        
             Graduate Student, on Mater Degree (2027,Spring) 
 Digital Convergence Engineering Kumoh National Institute of Technology, Korea  | 
        
             Office : Global 623 Phone: TBA Email : jzino6994 "at" gmail.com  | 
    
Sungwon Ahn
| 
                | 
        
             Graduate Student, on Mater Degree (2027,Spring) 
 Digital Convergence Engineering Kumoh National Institute of Technology, Korea  | 
        
             Office : Global 623 Phone: TBA Email : ez2mj "at" naver.com  | 
    
Seungyoun Park
| 
                | 
        
             Graduate Student, on Mater Degree (2027,Spring) 
 Digital Convergence Engineering Kumoh National Institute of Technology, Korea  | 
        
             Office : Global 623 Phone: TBA Email : letsgophilip "at" gmail.com  | 
    
| Alumni Members | 
Jinhwan Kim
| 
                | 
        
             MS Degree (2025,Summer) 
 Dissertation System Fault Detection and Prediction Framework using Multi-attention based Federated Learning  | 
        
             Current Position TBA Email : bmo1412 "at" naver.com  | 
    
Raghda Mansour Kamel Noureldin
| 
                | 
        
             MS Degree (2025,Summer) 
 Dissertation Physics and Data-guided Hybrid Deep Learning Framework for Dynamic System Performance Prediction  | 
        
             Current Position TBA Email : ohsunny95 "at" gmail.com  | 
    
Sangmin Park
| 
                | 
        
             MS Degree (2025,Spring) 
 Dissertation Dynamic Prediction Framework for Complex System using Correlation-based Graph Attention Network  | 
        
             Current Position TBA Email : tkdals990114 "at" kumoh.ac.kr  | 
    
Jaeuk Jang
| 
                | 
        
             MS Degree (2025,Spring) 
 Dissertation Physics-informed Deep Data Analysis for Complex System  | 
        
             Current Position TBA Email : 20170990 "at" kumoh.ac.kr  | 
    
Junpyo Hong
| 
                | 
        
             MS Degree (2025,Spring) 
 Dissertation Quantum constraint combinatorial optimization using Grover-based search  | 
        
             Current Position Email : irisdeal "at" naver.com  | 
    
Eunseo Oh
| 
                | 
        
             Ph. D Degree (2024,Summer) Dissertation Quantum computing-based stochastic nonlinear optimization framework  | 
        
             Current Position Post-Doc in Korean Railroad Research Institute Email : oes59 "at" krri.re.kr / chss014 "at" hanmail.net  | 
    
Gyechul Cho
| 
                | 
        
             Mater Degree (2024,Spring) Dissertation Autoencoder-based Ultrasound Thickness Measurement Data Analysis Framework  | 
        
             Current Position Email : jkc9000 "at" kepco-enc.com  | 
    
Kyungmoo Yoo
| 
                | 
        
             Mater Degree (2024,Spring) 
 Dissertation Antropometric Data Analysis and Prediction Framework for Nuclear Power Plant Console Design  | 
        
             Current Position Email : youkm "at" kepco-enc.com  | 
    
Changyoung Cho
| 
                | 
        
             Mater Degree (2024,Spring) Dissertation Deep Learning-based Reverse Logistics Forecasting and Effective Routing Framework  | 
        
             Current Position Email : momovill "at" naver.com  | 
    
Kyungtae Park
| 
                | 
        
             Mater Degree (2024,Spring) Dissertation Analysis and Prediction Framework for Industry ESG Trends using Text Mining  | 
        
             Current Position Email : ktpark0922 "at" gmail.com  | 
    
Kuktae Kim
| 
                | 
        
             Ph.D Degree (2024,Spring) Dissertation Design and Implementation of Smart Welding Framework Integrating Internet of Things(IoT)  | 
        
             Current Position Email : 07sunlove "at" naver.com  | 
    
Besmonte Eisha Denise
| 
                | 
        
             Exchange Student (Mapua University), on BS Degree (2024,Spring) Dissertation Comparative analysis of Deep Learning-based Classification Models for Assessing the Usability of Generative AI  | 
        
             Current Position Email : edvbesmonte "at" mymail.mapua.edu.ph  | 
    
Maryam Khairunissa
| 
                | 
        
             Master Degree (2023,Spring) Dissertation Dynamic Logistic Framework with Stochastic Programming considering Disruption of Supply Chain Network  | 
        
             Current Position Kumoh National Institute of Technology Email : maryam.khairunissa "at" outlook.com  | 
    
Sunghyun Bae
| 
                | 
        
             Master Degree (2023,Spring) Dissertation Deep Learning-based Inspection Framework of Display Production Process  | 
        
             Current Position Global Engineering Technology System Co. Email : umbross "at" naver.com bae.sh "at" getsys.co.kr  | 
    
Byungsun Choi
| 
                | 
        
             Master Degree (2021,Summer) Dissertation Face Detection Framework considering mask wearing using transfer learning-based deep learning  | 
        
             Current Position Email : jkorad "at" naver.com  | 
    
Firda Rahmadani
| 
                | 
        
             Master Degree (2021, Spring) Dissertation Hybrid Deep Learning Framework for Dynamic Transmission Models of Infectious Disease  | 
        
             Current Position Ph.D courses on Khalifa University Email : firdarahmadani13 "at" gmail.com  | 
    
Jinbae Kim
| 
                | 
        
             Ph. D. Degree (2020,Summer) Dissertation Artificial Intelligence-based Smart Factory Framework for Manufacturing Process with Industrial Internet of Things  | 
        
             Current Position : BISTEP (Past)Korea Industrial Complex Cooperation Email : dbk0508 "at" gmail.com  | 
    
Youngki Cho
| 
                | 
        
             Master Degree (2020, Summer) Dissertation Performance Comparison and Evaluation of Recurrent Neural Network based Learning Model for Electricity Demand Forecasting  | 
        
             Current Position Email : ykjo0612 "at" daum.net  | 
    
Eunseo Oh
| 
                | 
        
             Master Degree (2020, Summer) Dissertation Missing Data Estimation Framework of Big Data using Nonlinear Regression-based Generative Adversarial Network  | 
        
             Current Position Ph.D Course on K.I.T. Email : chss014 "at" hanmail.net  | 
    
Sungwook Do
| 
                | 
        
             Mater Degree (2020, Summer) Dissertation Efficient Maintenance Framework for Camera Module Inspection Facility and Setup Procedure  | 
        
             Current Position : SL Tech Email : notm1990 "at" naver.com  | 
    
Siwoo Lee
| 
                | 
        
             Ph. D. Degree (2020, Spring) Dissertation Effectivity Analysis of Entrepreneurship Characteristics for Supporting Startup Program  | 
        
             Current Position : SJ Startup Research Institute Email : clsfae "at" naver.com  | 
    
Saleh Sakher Saif
| 
                | 
        
             Master Degree (2019, Summer) Dissertation Simulation and Control of Cyber Physical System Framework with Robotic Arm  | 
        
             Current Position : Emirates Advanced Research & Technology Holding LLC (E.A.R.T.H.) Email : salehsaif10003710 "at" gmail.com  | 
    
Daesun Yoo
| 
                | 
        
             Master Degree (2019, Spring) Dissertation : Dynamic Pricing based Smart Grid Scheduling System using Metaheuristics  | 
        
             Current Position : SK C&C Email : showep "at" gmail.com  | 
    
Heesoo Kim
| 
                | 
        
             Master Degree (2019, Spring) Dissertation: Generative Adversarial Networks based Data Generation and Fault Diagnosis Framework for Overcoming Semiconductor Manufacturing Data Imbalance  | 
        
             Current Position (Past) PuzzleData, KITECH Research Intern Email : gmltn5686 "at" gmail.com  | 
    
Sangmin Kim
| 
                | 
        
             Ph. D. Degree (2019, Spring) Dissertation: Bidding and Contract Documents Framework using Blockchain Technology in KONEPS  | 
        
             Current Position : EVA (Past) Impix / (Past) Emmap (Co.) Email : randonnee20 "at" naver.com  | 
    
Diego Andrade
| 
                | 
        
             Master Degree (2018, Summer) Dissertation: Detection Framework and Analysis of Recycling Garbage Sorting using Convolution Neural Network  | 
        
             Current Position : Ph. D. at Biomedical Engineering Dept. in University of Houston, U.S.A Email : diego.f.andrade86 "at" gmail.com  | 
    
Seungman Kang
| 
                | 
        
             Mater Degree on Engineering in Industry (2018,Summer) Dissertation: Development framework and its implementation for improving Optics based Medical Device  | 
        
             Current Position Email : meetu91 "at" nate.com  | 
    
Junkyu Kim
| 
                | 
        
             Master Degree (2018, Spring) Dissertation: Real Time Positioning and Evacuation Routing System using Ultra Wide Band Radar  | 
        
             Current Position (Past)Hyundai AutoEver / POSCO ICT Email : rlawnsrb3 "at" kumoh.ac.kr  | 
    
Sanghyun Choo
| 
                | 
        
             Master Degree (2018, Spring) Dissertation: Neural Net based Ensemble Learning Framework using Memetic Algorithm  | 
        
             Current Position : Post Doc. at Oak Ridge National Laboratory, USA (Past) Ph. D at Dept. of Industrial & Systems Engineering at North Carolina State University, USA. Email : choos "at" ornl.gov , sjksh "at" naver.com  | 
    
Byungtae So
| 
                | 
        
             Master Degree on Consulting (2018, Spring) 
 Dissertation : A study on the effect of R&D Performance and Management of Technology (MOT) using a standard management system  | 
        
             Current Position Email : 1234sbt "at" hanmail.net  | 
    
Hyosun Ko
| 
                | 
        
             Master Degree on Consulting (2017,Summer) Dissertation : Quality Management System Framework and Consulting Methodology considering Offline-to-Online Business Environment  | 
        
             Current Position : Hasol(Co.) Consulting Firm Email : hsko100 "at" naver.com  | 
    
Deokhyun Kim
| 
                | 
        
             Master Degree on Consulting (2017, Summer) Dissertation : Process Planning and Yield Improvement Framework using Dual Filter Press - Cost Reduction based Consulting  | 
        
             Current Position Email : kims7200 "at" hanmail.net  | 
    
Hyundong Yeo
| 
                | 
        
             Master Degree on Engineering in Industry (2017,Summer) Dissertation : Development of Real-time Production Scheduling System Framework considering Overall Production Lifecycle  | 
        
             Current Position Email : yeohd4 "at" lusem.com  | 
    
Hyunsoo Bae
| 
                | 
        
             Master Degree on Engineering in Industry (2017,Summer) Dissertation : New Process of Automatic Circular Shaped Sawing Machine for Disassembling Metal Filter of Wire Cutting Machine  | 
        
             Current Position Email : ednb1002 "at" hanmail.net  | 
    
Taehee Yoo
| 
                | 
        
             Master Degree on Consulting (2017, Spring) Dissertation : Effectiveness Validation and Consulting Framework of Sexual Harassment Prevention Training Test for Small and Medium-sized Companies  | 
        
             Current Position : Hasol(Co.) Consulting Firm  | 
    
Jinbae Kim
| 
                | 
        
             Master Degree (2016,Spring) BK21+ Scholarship Recipient Dissertation : Real-time Dynamic Reconfiguration Framework and Analysis of Supply Chain Network using Simulation based Response Surface Model  | 
        
             Current Position : Ph.D course on KIT  | 
    
Seulki Kang
| 
                | 
        
             Master Degree (2016, Spring) BK21+ Scholarship Recipient Dissertation : Electricity Demand Forecasting Framework using Self-Organization Map and Fuzzy Genetic Algorithm  | 
        
             Current Position  | 
    














































