Yufan Hou
企业客户经理 at 中国建设银行股份有限公司- Claim this Profile
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Experience
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中国建设银行股份有限公司
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China
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Banking
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100 - 200 Employee
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企业客户经理
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Jul 2020 - Present
企业存贷结算服务,供应链金融。 企业存贷结算服务,供应链金融。
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CyberInsight Technology Co., Ltd.
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China
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Information Technology & Services
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1 - 100 Employee
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Data Science Intern
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Apr 2018 - Jul 2018
-Researched and developed machine learning algorithms(random forest,logistic regression) for machine risk management and health assessment. -Used multivariate regression model to simulate the energy consumption function of the ice machine and characterize the energy consumption power image. -Based on the ARIMA-GARCH model, predicted the energy demand of factory ice machine, achieved the result that re-adjusting the start-stop strategy half an hour in advance. -Researched and developed machine learning algorithms(random forest,logistic regression) for machine risk management and health assessment. -Used multivariate regression model to simulate the energy consumption function of the ice machine and characterize the energy consumption power image. -Based on the ARIMA-GARCH model, predicted the energy demand of factory ice machine, achieved the result that re-adjusting the start-stop strategy half an hour in advance.
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Education
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Texas A&M University
Master of Science - MS, Financial Econometric -
Capital University of Economics and Business
Bachelor of Science - BS, Financial Mathematics -
University of Michigan
Summer School, Statistics and Data Analysis