4.3 I worked as a quantitative researcher with Everybright Bank Asset Management Company, where I participated on quant teams for alpha factors and trading strategy research that offered opportunities to hone my mathematical modeling and analytical skills with respect to stock market. To prompt trading profits, I applied several Machine Learning models on times series, such as SVM, K-Mean Cluster and Stochastic Gradient Descent, into alpha factors creation and selection and timely trading strategy adjustment, increasing department profits by 30%.

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