Undergraduate Research
Undergraduate Research Assistant - Machine Learning for Disease Prediction
Developing and optimizing a Random Forest model using Python and Scikit-learn to improve the accuracy of Bovine Respiratory Disease prediction. Engineered and deployed a secure RESTful API with Django to deliver real-time predictions, reducing manual analysis time for researchers by over 50%.
Projects
Roni’s Mac Bar - Datathon Project Manager
As project manager, led a team to analyze over 250,000 transaction records for a local business. We developed an interactive dashboard using Python (Pandas, Plotly) that delivered actionable recommendations projected to increase revenue by 12%.
Cfbstocks – College Football Fantasy App
Architected and developed the backend for a full-stack fantasy sports application. Engineered a PostgreSQL database on Supabase to manage over 1,000 weekly transactions and user portfolios, and built the core trading logic in Python.
Predicting Post-Enrollment Earnings
Developed predictive models in Python (Scikit-learn, Pandas) to estimate student earnings based on over 50,000 data points from U.S. higher education institutions. The project involved feature engineering and presenting insights on key income predictors.