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vivian5668's Projects

apocalyprep icon apocalyprep

A full-stack web app that helps users plan for extreme weather using a checklist. Stacks: React & Redux, MongoDB, Node, Express

asciimage icon asciimage

A responsive, full-stack application that allows users to transform a picture to ASCII (characters, symbols, etc.) that resembles the design and color of the original picture using an API. Tech Stacks: Node.js, Express.js, PostgreSQL, jQuery

booktown icon booktown

Queries upon queries in Booktown, USA [sql, databases]

classify_churn icon classify_churn

Used Gradient Boosting Classifier to predict if a customer will churn; Built a pipeline to clean and transform data systematically; Plotted Partial Dependence Plots to identify root causes for customers to churn and proposed targeted marketing strategy

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