Seung Hwan Kim received a Ph.D. in Electrical Engineering from Seoul National University, Korea in 2004. He has worked Samsung Electronics and SK Telecom, Korea. He has worked in LG U+ as a director and head of AI Tech Unit(Natural Language, Automatic Speech Recognition, Vision Understanding, etc.). And He moved to LG AI Research in 2020 and currently working as a VP & Senior Research Fellow and head of Vision Lab. My current interests mainly focus on computer vision and machine learning including large vision-language model, document understanding, representation learning, anomaly detection, cloud system architecture design, and deep vision.