xdai0706,Xinqian Dai,github

Hi there 👋

🙋‍♀️ About Me:

Pronouns:She/Her/Hers
A motivated and passionate master student with the intention of working in the field of data science.
Bring forth a strong academic background and rich project experience in quantitative analytics.
Possess the skills of creative thinking and problem solving through rich community activities.

📝 Pulication: “Customer Lifetime Value Analysis Based on Machine Learning,” ICISDM 2022, Silicon Valley, CA. DOI: 10.1145/3546157.3546160, The ACM Publishing System (TAPS).

💼 Experiences:

Marketing Research Assistant in UMass Ombuds office
Student Researcher @ Research Experiences for Undergraduates (REU) Program at UMass Amherst.
Research Assistant in UMass Marketing Department.
Strategist at UMass AdLab.
Social Media Intern for General Association of Asia Pacific Sports Federations (GAAPSF).

📚 Research Interests:

Customer Analytics
Bayesian Modelling
Machine Learning

🛠 Professional Skills:

Microsoft Office Set (Excel, Word, PowerPoint), Salesforce, Qualtrics, Canva
R Language，Python, Java，MatLab, SQL

😄 Reach Me:

[email protected]
WeChat ID: Demix9

GOOD NIGHT, and GOOD LUCK!✨

Xinqian Dai's Projects

analysis-of-disney-movies-total-gross

Analyzed main factors that affect the total gross of Disney movies during 1937 and 2000 with R language. (Class Project)

bayesian-model-vs-linear-regression-in-r

Contrasted the result for parameters estimation of Bayesian modeling and classic linear regression model using R. (Summer 2022 REU Program)

clv-analysis-based-on-machine-learning

Four classical machine learning models are applied to predict CLV for an automating marketing dateset.

project-for-umass-ombuds-office

I was serving as Marketing Research Assistant at UMass Ombuds Office, and here's the work I did with R to analyze their visitor data in FY22.

scientific-computing-coursework

Topics: root-finding, interpolation, data fitting, linear systems, numerical integration, numerical solution of differential equations, and error analysis. (MATLAB))