Curriculum Vitae

🎓 Education

1. KAIST

   2024–Present

   Ph.D. Student, Artificial Intelligence

   Daejeon, South Korea

2. Seoul National University

   2021–2023

   M.S., Artificial Intelligence

   Seoul, South Korea

3. KAIST

   2013–2020

   B.S., Bio and Brain Engineering

   Daejeon, South Korea

💼 Experience

1. Meissa Planet

   2023–2024

   AI Research Intern, Seoul, South Korea

   • Image segmentation utilizing Segment Anything Model (SAM)
   • Attempts to accurately measure the earthwork volume through image segmentation of satellite images of construction sites

2. NCSOFT

   2023–2023

   NLP Research Intern, Pangyo, South Korea

   • Augmentation of Korean-English parallel corpus based on dependency parsing
   • Construction of common sense knowledge graph based on events extracted from raw text
   • Data collection and analysis for developing conversational technologies
   • Analysis and process for text data for developing language model and machine translation technologies

3. Bio-MAX Institute, Seoul National University

   2021–2021

   Bioinformatics Research Intern, Seoul, South Korea

   • Analyzing multi-omics data
   • Reproducing a paper on how to use machine learning for quantitative assessment on the degree of oncogenic de-differentiation

4. Deep Bio

   2020–2021

   Machine Learning Engineer, Seoul, South Korea

   • Predicting the risk of disease occurrence based on the health screening data and single nucleotide polymorphism (SNP) data using machine learning
   • Experiments on knowledge distillation using image data (CIFAR-10 and CIFAR-100) for model compression

5. Department of Brain and Cognitive Sciences, Seoul National University

   2020–2020

   Student Intern, Seoul, South Korea

   • Analyzing MRI image using MATLAB and FreeSurfer
   • Analyzing electroencephalogram (EEG) data
   • Conducting EEG tests
   • Conducting Mini-Mental State Examination (MMSE)

📚 Teaching