Yanfeng(Henry) Chen Email and Phone Number
•Master of Science in Statistics. Key focus: statistical modeling, machine learning, and data visualization. Extensive hands on experience of R studio, SAS, Stata, and JMP in performing data mining, machine learning and data manipulating tasks. •5 plus years experience in R, SAS, Python programming, proficient in data manipulation, data visualization, data analysis, data mining, hypothesis testing, multivariate analysis, generalized linear models, regression, clustering, classification, Bayesian statistical inference, and deep learning. •Outstanding knowledge of mathematical statistics, hands on experience in predictive modeling and model validation
Baidu, Inc.
View- Website:
- home.baidu.com/index.html
- Employees:
- 26076
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Solutions Architect Team LeadBaidu, Inc.Beijing, China -
Senior Data ScientistQianhai Reinsurance Techonology Co., Ltd. Aug 2022 - PresentBeijing, China -
Senior Data ScientistSunshine Insurance Group Aug 2021 - Aug 2022Beijing, China•Utilize SQL to clean, extract and transform user behavioral data and perform ad-hoc exploratory statistical analysis•Develop machine learning model-based products and marketing strategies to achieve increased conversion rate•Utilizing statistical model scoring systems to optimize the agent-customer matching process •Conduct natural language processing on large chat data to promote product usability and UX•Lead a team of data analysts and conduct case studies and present key findings to executive personnel•Conduct A/B testings on experimental marketing strategies to determine strategy effectiveness -
Data ScientistAfter, Inc. Sep 2019 - Aug 2021Norwalk, Connecticut, United States -
Data AnalystSmartburn, Llc May 2018 - Sep 2019Madison, Wisconsin, United States -
Quantitative ResearcherAmerican University Feb 2015 - Sep 2018Washington D.C. Metro Area•Implemented machine learning algorithms on stock return data in R. •Constructed a fully operational portfolio optimizer in R using exponential gradient, improved EG and universal portfolio optimization strategies and compared its Sharpe ratios to BCRP. •Created a quadratic portfolio optimizing rolling back-testing engine in R that tracks a benchmark’s performance (ex. EUREKA Hedge fund Index, SPY). -
Graduate Research AssistantAmerican University Oct 2016 - 2017Washington D.C. Metro Area•Researched characteristics of stable distributions, estimation methods, simulations, and applications. •Implemented stable distribution package developed in R and generate graphs.•Created functions that compare parameters generated through maximum likelihood estimation. •Generated important graphs in R for the future publication on stable distribution. -
Data Analytics InternSmartburn, Llc May 2017 - Jul 2017Madison, Wisconsin Area•Implemented feature selection methods on high-dimensional datasets that helped to reduce fly ash.•Developed a sophisticated feature selection algorithm that uses K-means, Hierarchical clustering methods that can be used on any high-dimensional datasets.•Created easy-access user interface application on Shiny for the feature selection algorithm to be executed anytime on-site.•Presented results and findings of the feature selection algorithm to our team.•Used artificial neural network to construct a predictive model with the team members that optimizes Stack opacity and eventually helped to construct a MPC.
Yanfeng(Henry) Chen Skills
Yanfeng(Henry) Chen Education Details
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4.0/4.0 -
Statistics
Frequently Asked Questions about Yanfeng(Henry) Chen
What company does Yanfeng(Henry) Chen work for?
Yanfeng(Henry) Chen works for Baidu, Inc.
What is Yanfeng(Henry) Chen's role at the current company?
Yanfeng(Henry) Chen's current role is Solutions Architect Team Lead.
What schools did Yanfeng(Henry) Chen attend?
Yanfeng(Henry) Chen attended American University, Michigan State University.
What skills is Yanfeng(Henry) Chen known for?
Yanfeng(Henry) Chen has skills like R, Statistical Data Analysis, Machine Learning, Sas Programming, Data Mining, Tableau, Microsoft Excel, Jmp, Stata, Sql, Ggplot, Shiny.
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