Project Samples
R Capstone Project: Media Use and Mental Health in Children
Conducted statistical analysis using R to examine impact of media usage on children's mental health, leveraging regression modeling, exploratory data analysis, and multi-source data.
IPEDS Degree Data: Are we choosing the right paths?
Tableau story exploring IPEDS degree data from 2010-2018 to investigate changes over time, level of education required, and differences in sex.
Predicting Customer Feedback Followup
Built a model to prioritize UX team outreach by predicting follow-up likelihood from customer feedback, integrating practical teaching tools for data literacy.
Automating Data Processing with Python
Saving hours (and even days!) for our financial consultants using the power of Python scripting and tkinter.
Good or Bad Borrower? Predicting Loan Default
Final deliverable for spring 2021 course: Machine Learning Models in Python. Used data from LendingClub website to predict whether borrowers would pay back their loans. Evaluated which characteristics of borrowers most influenced default.
Predicting Board Game Ratings
I adore board games! I completed this project with 3 other students in spring 2021 as part of a course called Machine Learning Models in Python.
Forecasting Customer Demand
Delivered predictive models and interactive Power BI dashboard to a local food production company as part of a professional lab for my master's degree program. In the interest of keeping this client's information secure, I have provided a summary of the project and sanitized screenshots of the final Power BI dashboard that we delivered.
