Meng Chen Email & Phone Number

Texas, United States

Jersey City, NJ, US

Jersey City, NJ, US

• Leverage knowledge of programming, mathematics and computer science to transform the way the company does business.
• Translate business opportunities into data-driven machine learning, Big Data, and modeling solutions that revamp processes or produce data products.
• Develop and collect data for ad hoc and statistical analyses.
• Identify methods that allow continuous and automated statistical testing to enhance the predictability of deployed models.
• Maintain relationships between business-area clients, business intelligence and IT so all teams are aligned to meet team objectives.
• Work with Project Managers to develop detailed project timelines.

• Collect data for ad-hoc and statistical analysis.
• Clean data in preparation for analysis and modeling.
• Perform statistical summaries and tests for relevant business questions.
• Develop predictive statistical, behavioral or other models.
• Perform statistical testing to enhance the predictability of deployed models.
• Deploy applicable models for business use.

San Antonio, Texas, US

• Identified factors that best predict an impending life event and the probability that a member will contact the USAA.
• Performed data preprocessing include: principal component analysis, missing value imputation, and anomaly detection.
• Clustered members based on their behavioral and demographic attributes and applied supervised and unsupervised methods to evaluate the clusters.
• Built supervised machine learning models to predict how new members in those clusters will behave.

• Automated the data scraping from members’ ACH files and designed MySQL database to store the data.
• Identified key demographics of customers who are repeatedly making payments at other financial institutions.
• Designed operational models that predict the likelihood of a customer use another financial institution and use bill payment service based on behavioral, geographic, and demographic data..

• Teams working to explore 2.3 million transaction data provided by the company, cleaned datasheet and restructured data into a more practical data by using SPSS Modeler.
• Developed models by using transaction data and customer demographic data that enable company to identify attributes and behaviors of customers that could improve customer average order value (AOV).
• Exposed to data mining and applied statistics, including decision tree, Bayesian network, and general linear model.

• Analyzed industry economic condition, investigated the clients’ assets and financial background.
• Researched current and past transactions to develop investment guidelines and framework for evaluating future investments within the emerging and developing markets space in Asia-Pacific.
• Assisted associate in screening, background research, and preliminary due diligence on potential new investments.
• Evaluated and Translated investment analysis reports from English to Chinese for Chinese investors to make investment decisions.

Master Of Science In Business Analytics, Business Analytic

Bachelor’S Degree, Finance, General