Qing (Nicole) Li received her Bachelor of Science degree in Computer Science from a double degree program coordinated by Zhejiang University in China and Simon Fraser University in Canada. Her research interest is Machine Learning over relational databases. As a research assistant in the Computational Logic Lab, Nicole co-authored two published papers. She researched in statistical relational learning and designed probabilistic graphical models to identify important nodes in relational data using classification and regression models. She interned at Blackberry as a C++ Software Developer, where she further developed her programming skills. She also participated in an Internal Control program during her internship at KPMG. Nicole joined the MSCF program to further leverage her quantitative skills and strengthen her finance background. She is seeking a career in trading, asset management or quantitative research.