Hello I'm Mogan Gim who is currently working as a postdoctoral researcher in Professor Jaewoo Kang's Data Mining & Information Systems Lab at Korea University. I earned my Ph.D. in Computer Science from Korea University under the guidance of Professor Kang, who served as my principal investigator.    During my Ph.D program under Professor Kang's supervision, I took part in various collaborative projects including SK pucore's SMARTUS development project and Sony AI's Gastronomy Project.  My title for my doctoral dissertation is Deep Learning Architectures using Set-Oriented Data Representations . As the title says, my research interests revolve around solving real-world problems using set-oriented data representations. I primarily tackle such problems by devising a deep learning-based approach that addresses their domain-specific aspects. I also focus on developing novel deep learning architectures that best utilizes those aspects for not only enhancing their task performance but also model explainabiliy.

  During my Ph.D program, I have engaged in several applied data science projects of  diverse domains including Food Informatics, Drug Discovery, Material Science and so on. I enjoy learning not only the advancements of cutting-edge deep learning methodologies  but also unexplored fields of knowledge. Though I recieved my Bachelor's Degree in Computer Science, I have seldom restrained myself from being intrigued in other fields of science such as organic chemistry, molecular biology, culinary studies, food nutrition as on. I believe it is fascinating to infuse such knowledge in developing AI-driven systems that can contribute to society. These academic characteristics are the key ingredients in my previous publications and current research proejcts.

 I am open to all sorts of applied data science research/development projects for collaborative work. I am particularly interested in projects that are related to Precision Nutrition. If you are interested in my research, please contact me via email so that we can have a nice discussion.