Research Scope

The Bigdata Analytics Engineering (BAE) Lab develops data-driven solutions to address industrial challenges and to advance the servitization and systematization of operations. Harnessing the power of cloud and IoT-era data, we uncover hidden performance drivers that enhance efficiency and productivity across port logistics, shipbuilding, manufacturing, service industries, and defense — converting raw operational traces into structured, decision-ready intelligence.

Our work spans the entire lifecycle (acquisition → curation → feature abstraction → AI & hybrid RL/OR with simulation-driven optimization → deployment & monitoring) and integrates deep learning, reinforcement learning, process mining, and large-scale data engineering. Our collaborations foster technology transfer and commercialization, enabling sustainable improvements in industrial efficiency and productivity.

Contact & Location

Room 602, 10th Engineering Building, Pusan National University

Email: hrbae@pusan.ac.kr

Prospective students: include transcripts (unofficial OK), a ≤300 word statement, and any project/research artifacts.