Junbo Guan is a skilled data scientist with extensive experience in data analysis and modeling. At Meta, Junbo currently applies data science techniques, while previous internships at Bank of China and Duke University involved aggregating and visualizing fuel consumption data and optimizing public resource allocation. Junbo also contributed to the Donald Danforth Plant Science Center through multi-linear regression analysis on soybean nutrition, enhancing data preprocessing to improve parameter accuracy. As a quantitative analyst intern at Mirae Asset Global Investments, Junbo utilized PCA and LSTM models to predict stock trends with improved accuracy. Junbo holds a Master of Science in Interdisciplinary Data Science from Duke University and a Bachelor of Science in Computer Science from Wuhan University, along with undergraduate studies in Mathematics at the University of North Carolina at Chapel Hill.
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