RESEARCH EXPERIENCES
OR of Innovative Business Models
Subscription Box Assortment Optimization Considering New Service Diffusion and Customer Satisfaction (with Prof. Kun Soo Park at SNU), Mar. 2021 - Feb. 2022
Quantitatively modeled customers' satisfaction and subscription behavior in a Curated Subscritpion Box business model. Devised solution approaches to efficiently find the optimal assortment of subscription boxes in a given time frame.
(Presented at the Korean Institute of Industrial Engineers 2021 Fall Conference, Won Excellent Paper Award (Second Place) in the Master Thesis Competition)
Mobile Warehouse Operations Management (with Prof. Ilkyeong Moon at SNU), Sep. 2021 - Dec. 2021
Formulated a mathematical model and developed efficient solution algorithms to optimize the key operations of a Mobile Warehouse in order to facilitate the spread of Instant Delivery Service in Korea.
E-scooter Battery Swapping and Rebalancing Operations Management (with Prof. Kun Soo Park at SNU), Mar. 2020 - Jun. 2021
Devised a novel mathematical optimization model and algorithms to enhance the efficiency of battery swapping and rebalancing operations of E-scooters Rental business model
(Funded by Jungseok Logistics Foundation, Presented at INFORMS 2020 Annual Meeting).
OR Incorporating Human Psychology and Behavior
Multinational Forces Joint Operation Optimization Using Asset Specificity (with Prof. Hyunho Kim at KMA), Apr. 2023 - Jul. 2023
Developed models and solution approaches to optimize the operational planning and resource management of Multinational Forces while quantitatively incorporating the differences and similarities between military assets (personnels, languages, weapon systems, command structures, etc.)
(Presented at 2023 Military Operations Research Society of Korea Conference)
The Military Academy Squad Formation Optimization Algorithm Development (with Prof. Hyunho Kim at KMA), Oct. 2022 - Apr. 2023
Devised an optimization model and an algorithm for the military academy squad formation that optimize both the leadership education effect and squad activity satisfaction of cadets.
(Presented at 8th International Conference on Information, System and Convergence Applications)
Cadet Dormitory Assignment Optimization Algorithm (with Prof. Hyunho Kim, Researcher S. Kang and W. Jang at KMA), May 2022 - Sep. 2022
Investigated the determinants of cadets' dorm life satisfaction and developed a computationally efficient and effective roomate assignment algorithm
(The KMA institutional development research project, Personal Commendation given by the Principal of the Korea Military Academy for the excellence of the research. Funded by the ROK Army Soldier's Value and Culture Research Center)
OR Applied to SCM / RM / OM
Anti-drone Air Defense Intelligence Development (with Prof. Hyunho Kim at KMA), May 2023 - Present
Provided an optimization algorithm and simulation model to facilitate Anti-drone Air Defense Network Design realted decisions of the ROK Army
(Presented at 2023 ROK Ministry of National Defense Modeling and Simulation Development Conference)
Military Telemedicine System Optimization Research (with Prof. Hyunho Kim at KMA), Jun. 2022 - Present
Designed algorithms for data-driven decision making in military telemedicine operations
(Presented at 15th International Army Modeling & Simulation Education Conference, Won Research Paper award given by the brigadier general of the Center for Korean Army Analysis and Simulation, Funded by the ROK Army Soldiers' Value and Culture Research Center)
ROK Army Logistics Command Inventory Policy Optimization (with Prof. Hyunho Kim at KMA), Jun. 2022 - Present
Optimized the Inventory Management Policy of Item Managers at the ROK Army Logistics Command
(Presented at the ROK Army Logistics Command, Funded by the Hwarangdae Research Institute, Korea Military Academy)
Priority Based Sequential Allocations of Covid-19 Vaccines through Integrated Supply Chain Planning (with Prof. Kun Soo Park at SNU), Jun. 2021 - Jan. 2022
Proposed an optimization model and algorithms for vaccination scheduling and transportation that incorporates sequential vaccine allocation strategy considering vaccien shelf life, storage temperature, vaccination time
(Funded by the National Research Foundation of Korea)