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.
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.