2026
Gemma Scan: MedGemma Impact Challenge
Developed for Google Research in 2026, this project utilizes customized hardware and Google’s MedGemma to predict the severity of skin conditions. Click here to learn more about the project.
2025
Medical Applications: Convolutional Neural Networks
Developed for the Radiological Society of North America in 2025, this project utilizes a PyTorch CNN and DICOM medical images to predict the presence and location of brain aneurysms.
Business Applications: Workflow Optimization
Developed for Meijer: Fresh Ideas 2025, this project uses an ensemble machine learning model to predict shipment quantities, then reorganizes the unloading area to minimize walking distances.
Business Applications: Productivity Analysis
Developed for Meijer: Store 285, this project uses a Monte Carlo Simulation to estimate the time it would take to unload daily shipments given uncertain real-world variables.
2024
Data Warehouse Diagrams
Created in 2024 for an Enterprise Data Management course, this diagram shows the datatypes, keys, and relationships between entities for a proposed airline data structure.