Industrial Data Science Laboratory conducts research on next-generation AI technologies with a focus on robustness and explainable AI (XAI). By analyzing complex industrial data from biomedical and manufacturing processes, the lab develops models that remain reliable even in noisy environments. Through this work, the laboratory aims to create practical AI solutions that enable the intelligentization and optimization of industrial operations.