Biography

Dr. David Kim is a data scientist specializing in big data analytics, machine learning, and computational statistics. His research applies advanced analytics to solve complex problems in healthcare, finance, and social sciences.

Research Interests

• Big Data Analytics
• Statistical Machine Learning
• Computational Statistics
• Healthcare Analytics

Education

• PhD in Statistics, Carnegie Mellon University, 2018
• MS in Computer Science, KAIST, 2014
• BS in Mathematics, Seoul National University, 2012

Selected Publications

Recent work:

• "Scalable Machine Learning Algorithms" (JMLR, 2024)
• "Predictive Analytics in Healthcare" (KDD, 2023)
• "Statistical Methods for Big Data" (JASA, 2022)