Projects
A selection of projects that highlight my skills
Diabetes Risk
Using the nhanes2 dataset, I analyzed the risk of diabetes among different demographics based on race and sex (focusing on Black population). This is done in both Stata and R using regression models and graphs to visualize the results. In Stata I utilize survey data analysis methods.
Motor Imagery Prediction
My team built machine learning models in an EEG setup in order to predict motor imagery. We utilized filtering, epocking, CSP, and binary classification. In addition to this, we implemented several machine learning methods (LDA, SVM, and KNN) for accuracy.
J.O.B.S LESSON PLAN
Led design of a lesson plan in collaboration with High Tech Elementary to provide 4th grade HTe students with a fun and interactive lesson/activity centered around the them of career exploration in order to research and explore different career paths to gain a better understanding of the skills and experience needed.
PARK POPULARITY ANALYSIS
Compiled, cleaned, and analyzed datasets of parks and rec centers to determine if the distance between the two correlated in affecting how popular the park is in terms of amount of Yelp reviews.
