Projects
Projects
Data science, analytics, and product work — each one started with a question I wanted answered.
Machine Learning
Student Academic Performance Predictor
Used 1,000+ student records to build and compare Multiple Linear Regression, Logistic Regression, KNN, PCA, and k-means clustering in R.
- R
- dplyr
- tidyverse
- ggplot2
- corrplot
- factoextra
- class
Data Analytics
IT Service Ticket Analysis
Analyzed 1,000+ IT service tickets to evaluate resolution times, peak workload periods, and recurring hardware and network issues.
- R
- tidyverse
- ServiceDesk Plus
Product Analytics
uSwap User Engagement Analytics
Analyzed uSwap user signups, activity, and feature interactions to identify patterns in user engagement and onboarding.
View project →Data Analysis
Athletics Performance Analysis
Analyzed basketball and volleyball performance data in R and Excel to generate visual summaries and metrics for coaching staff.
- R
- Excel