Evaluated large datasets for Lyft app’s transit feature (All transit stops, schedules, and fares in Seattle, LA, and NYC)  Identified and annotated map error, and augmented collected data with heavy use of MS Excel  Tested and gave feedback on new tools to facilitate data annotation and support the engineering team