My Projects

Utilized transfer learning to train a Convolutional Neural Network based on the EfficientNetV2B2 architecture that identifies the presence of tumors in brain scan imagery with .95 accuracy and .94 macro F1.

Developed the backend of a website to find in-stock infant formula during the formula shortage in the summer of 2022. Prototyped for Baltimore zip codes (e.g. 21212).

Built a logistic regression model capable of identifying 80% of telecom customers at high risk of canceling their services and devised a retention strategy with the potential to save $719k/year by recapturing 65% of all churners.

A study done for Moreland University (formerly TEACH-NOW) examining teacher demographic profiles and the possible implications for the teacher training market.  

Play the demo-level of a space invaders clone

Check out my repositories for more projects and code examples