2020.04 ~ 2021.01       Development of data-based advanced membership management procedure and marketing strategy for hotel industry (a leading hospitality company)

2020.04 ~ 2020.11       Development of capacity analysis algorithm based on master planning for achieving smart factory of apparel industry (a leading apparel company)

2020.02 ~ 2020.12       Logistics network optimization for AS parts of vehicles (a leading vehicle parts company)

2019.07 ~ 2020.02       Retail competitiveness enhancement for tire industry (a leading tire manufacturing company)

2019.05 ~ 2021.04       Automated personalized travel scheduling method applying reinforcement learning and operations research (NRF)

2018.03 ~ 2018.11       Development of optimal production scheduling for chemical products (a leading chemical company)

2017.06 ~ 2018.05       Maximizing revenue for low-cost airline using variable opaque product (Korea Sanhak Foundation)

2017.03 ~ 2020.02       Development of eco-friendly high-speed platooning algorithm for IoT-based smart vehicle (NRF)

2016.12 ~ 2017.07       Development of equipment modeling algorithm for “KPI Algorithm Development for Semiconductor Production Lines” (a leading semiconductor manufacturing company)

2016.03 ~ 2017.01       Application of Unmanned Aerial Vehicles (UAVs) in hospitality industry (Sejong Univ.)

(Consultant)

2015.09 ~ 2015.12       Sales Analysis and Network Scanning project (BMW Korea)

2015.08 ~ 2015.10       Optimal scheduling for the Korea Baseball League of 2016 (KBO)

2015.02 ~ 2015.08       Personalized marketing and Master plan development based on Big data (Kolon FnC)

2014.11 ~ 2015.03       Big data project assessment for insurance company (Hanwha Life)

2014.10 ~ 2014.10       Optimal scheduling for the Korea Baseball League of 2015 (KBO)

2014.03 ~ 2014.09       Development of individualized price discount and recommendation system (SSG.Com)

2014.01 ~ 2014.04       Pre-Assessment for development of Marketing & Sales BI/EDW (S-Oil)

2013.11 ~ 2013.12       Optimal scheduling for the Korea Baseball League (KBO)

2013.09 ~ 2013.10       EMC production planning development PoC project (Cheil Industry)

2013.05 ~ 2013.08     Enterprise Risk Management system development project (LS)

2013.02 ~ 2013.08       RO supply chain optimization and production plan project (Woongjin Chemical)

(Researcher)

2012.06 ~ 2012.11       Analysis of the Economic Impact on Open Public Data (National Information Society Agency)

2012.05 ~ 2014.04       Location and Operation of public medical facilities (NRF)

2012.05 ~ 2012.08       Prototype program development for optimal allocation of vehicles and its infrastructure (The Korea Transport Institute)

2012.01 ~ 2012.12       Modeling for airline operation regulation and incentive policy considering the CO₂ emission restriction (KAIST)

2011.04 ~ 2013.01       Smart Road Design for On-Line Electric Vehicle System (NRF)

2011.07 ~ 2011.12       Optimal layout design methodology and development its prototype (LG Electronics)

(Research Assistance)

2009.01 ~ 2009.12       Management strategy of airline within airline (Jungseok Logistics Foundation)

2007.12 ~ 2009.11       Analysis and streamlining of reverse logistics (KOSEF)

2006.07 ~ 2007.06       The proactive design and operation of the closed-loop supply chain (KOSEF)