- TA'ed for Prof. Bryan Routledge every fall semester for 3 years.- Consulted with professor regarding course material including dynamic programming, stochastic modelling, and business optimization in a project-based environment.- Hosted weekly office hours; assisted in grading assignments and exams.- Provided R and RStudio technical support and installation assistance to students.

- Developed a look-a-like model for product cross sell for customers with mortgages. Methods included data engineering in SQL and cross-validated logistic regression in Python. The model generated a probability of cross sell and the top deciles were sent to sales as potential leads.- Developed a customer segmentation model to make digital marketing efforts more efficient. This included data engineering in SQL to collect data from the past year and a clustering analysis in Python using KMeans, PCA, and visualizations.- Explored consolidation of an occupation free form data field using natural language processing models in Python.- Collaborated with the data science team on all projects using Azure DevOps and Git.

- Analyzed financial data to draft budget projections. - Built a model to identify donors using customer acquisition data. - Performed a cultural analysis for the Director of Golf as The Bob underwent a period of organizational change. - Demonstrated analytical, communication, and customer service skills.

- Head Coach of a private middle school soccer team of 12 boys. - Organized daily practices and weekly games, coordinated schedules with Athletic Director, interacted with league officials and referees, handled direct communication with parents.- Demonstrated leadership, organizational, and interpersonal skills.