Understanding Archetypes of Musical Albums with PCA and K-Means Clustering
My senior project, investigating computational groupings of musical albums to compare and contrast with traditional music genre labels.
Summer 2019 Research of Music Industry Affect on Artist Content
Analysis of the music industry's affect on artist content over time.
World Bank Statistical Consulting on Kenyan Public Transportation Systems
A statistical investigation to understand the patterns in public transportation usage and experience for travelers in Kenya with respect to gender.
Machine Learning Model Selection and Parameter Comparison
This was a class report using R comparing the efficacies of different machine learning models and their parameters.
Stacia Chatbot for Cal Poly Computer Science Professors
This was a group data project to create a chatbot to serve as a student assistant for information about Cal Poly CS professors.
Neural Network Report
This was a class report on the functionality of neural networks.
Data 301 Final
This is a final project for an intro to data science class done on the publicly accessible million song dataset.
DataFest 2018
An analysis done on Indeed.com job data done by a four person team I was on at UCLA DataFest 2018.
Fixing Violations of Statistical Assumptions
Alteration of data to correct and the violation of assumptions of statistical tests.
ANOVA Testing
ANOVA test on the efficacy of various materials as sound barriers.
SAS PROC SQL Review
A review of the SAS PROC SQL command linking SQL functionality into SAS. Contains examples of usage.