Data Science User Experience

Olivia J. Smith

Cell: 810-***-****

Email: ********@*****.***

Education

The University of Michigan - College of Literature, Sciences, and the Arts

● Major: Data Science

● Standing GPA: 3.50

● Graduation Date: Fall 2025

● Relevant Coursework: Data Structures, Statistical Writing and Methodology, Database Management, Bayesian Data Analysis, Statistical Analysis, Data Mining, User Experience Projects

● Electric Vehicle Analysis: Used R for statistical analysis and visualization of global EV sales trends and their impact on fuel and electricity usage. Built linear regression models. My project was recognized as top 3 submitted in the class based on the quality of the analysis and clean code.

● Bayesian Statistics on PCOS Data: Used R and Stan to analyze PCOS rates and symptoms among groups. Employed MCMC and regression models to explore associations.

● Data Structures: Implemented hash tables, self-balancing trees, alpha-beta pruning, search algorithms and other data structures to optimize performance.

● Image Classification: Built and trained a convolutional neural network in Python using pytorch to classify images.

● Database Development: queried databases using SQL and MongoDB. Developed back-end aspects of databases by implementing Grace Hash Join for query optimization. Paid Work Experience

● Tutor (2018-2025): provided help in precalculus, algebra, probability, and chemistry to local high school students

● University of Michigan Hospital (2023): Patient-sat for those who required 24 hour contact and surveillance. This included patients undergoing withdrawal, psychosis, suicidal thoughts, etc.

● Assistant of Activities - Brookdale-Brighton (2018 - 2020): responsible for planning and leading all daily activities at a local independent living facility. Some of my responsibilities included booking local entertainment, contracting catering, and leading book clubs. Skills

● Technical Skills Programming: C++, R, Python, Java, Javascript, SQL, noSQL Mongo, Tableau

● Soft Skills: Proficiency in English and Spanish. Conversational Italian. Word, Excell, comfortable and confident working in groups.