Python Tips and Tricks
Workshop taught for the Minnesota GIS/LIS Consortium describing some intermediate Python patterns people can use to make their code more readable, maintainable, and performant.
Data engineering
Python Tips and Tricks for ArcGIS
Live training seminar delivered to over 5,000 people introducing the use of Python inside ArcGIS.
Python 101 for ArcGIS
Live training seminar delivered to over 4,400 people offering 48 tips and tricks from beginner to advanced to effectively use Python within ArcGIS Pro, ArcGIS Online, and ArcGIS Enterprise.
Transportation Happiness Map
Custom web app showing differences in people's emotional states for different routes, modes, and times of trips. Featured in the Star Tribune and Forbes.
Heat Vulnerability App
Custom web app created for the Minnesota Department of Health to highlight the parts of the state that will be most impacted by climate change.