Junggeun Do

I am currently pursuing a Master of Science in Computer Science at Texas A&M University. I previously earned my BS in Physics and BA in Economics from Seoul National University in 2024, along with a minor in Computer Science and Engineering.

Before beginning my graduate studies, I worked as a Machine Learning Engineer across diverse environments, from early-stage startups to large enterprises in the Korean tech industry. These experiences have shaped my interest in bridging machine learning research with scalable engineering practices to build real-world products.

My research interests lie in developing reliable and interpretable deep learning models, particularly in natural language processing. I am especially interested in approaches that integrate real-world knowledge and constraints, with an emphasis on multilingual capabilities. Ultimately, I aim to develop systems that are not only high-performing, but also transparent and trustworthy, ensuring their safe and effective deployment across diverse applications worldwide.