A nice digital cv for my career.
Recent Master of Arts in Statistics graduate seeking opportunities in data science, data engineering, and analytical roles.
Highly proficient in both SAS and R programming with a high interest in finding insight in datasets that leads to actionable results.
From extracting and engineering data from pdf tables and web sources that lead to datasets in which to perform a wide array of Exploratory Data Analysis, the longitudinal aspects in the data process are of high interest to me.
When I’m not on my computer I’m watching NBA games, discovering new tropical house remixes, and training for my next race.
Email / Kaggle / LinkedIn / GitHub
Basketball games in which MAC men’s basketball teams participated were analyzed using feature reduction techniques in order to predict results.
Reduction techniques managed to reduce the dimensionality of the applied data set by more than half in most cases leading to computational time efficiency and a reduction in data complexity.
Results predictions were classified after an 80/20 randomized training/test data split, an 80/20 split was chosen as the most common rule of thumb when splitting data for training purposes.
Logistic regression consistently outperformed KNN classification with lower classified test errors, LOGisitc and KNN were chosen as the most popular classification techniques in data science.
Utilized paired sample T-Test to compare means of reduced variables in relation to results, paired t-test was chosen due to the two groups belonging to the same population.
Looking to understand NLP by using Taylor Swift’s lyrics throughout her career for theme changes and predictive analysis.
Using game log statistics on the 2021 - 2022 Ball State Women’s Basketball season, I’ll be using this project to refine my data visualization skills.
Analyzed energy, financial and weather factors in order to price KWH in the Chicagoland metro area.
The goal of this project is to understand what goes into play for the acceptance of the marketing campaign. This will dive into the demographics, rates of acceptances, and a statistical action plan for improvements on the campaign for future use.
Amazon Fulfilment Center Associate @ MKE1 (August 2022 - Present) Packed and shipped Amazon packages.
Student Athlete Mentor @ SASS Ball State University (August 2021 - May - 2022) Program at BSU aimed at providing academic assistance to at-risk student-athletes.
Graduate Assistant @ Ball State University Department of Mathematical Sciences (August 2021 - December 2021)
Bachelor of Science in Physics and Geology
Illinois State University (August 2013 - August 2018)
Master of Arts in Statistics
Ball State University (August 2020 - [exp]May 2023)
| Statistics | Math | Physics | Geology |
|---|---|---|---|
| Mathematical Statistics | Differential Calculus | Quantum Mechanics | Mineralogy |
| Theory of Sampling and Surveys | Integral Calculus | Biophysics | Stratigraphy |
| General Linear Model Applications | Linear Algebra | Statics | Field Camp |
| SAS Programming: Base SAS 9 + | Differential Equations | Electricity & Magnetism | Sedimentology |