Led development efforts for the trace framework, a subsystem used for the analysis of utility networks (e.g., electric, water, gas) and trace networks (e.g., Hydrography); the trace framework has been implemented in ArcGIS Enterprise and ArcGIS ProDesigned and implemented scalable algorithms in a services-based architecture using C++, C#, and COMCollaborated on shipping nine releases of the utility network and trace network in ArcGIS Pro and ArcGIS EnterpriseLeveraged test-driven development practices to deliver robust softwareEngaged with domain experts and users (e.g., at the Esri User Conference) to understand user requirementsRecruited technical staff at career events (e.g., at ACM SIGSPATIAL, MIT, Harvard, Northwestern)Contributed to the GIS and Spatial Computing communities by writing peer-reviewed research papers, presenting research results,reviewing papers, and serving on organizing committees for academic conferences

Designed and implemented algorithms for the analysis of utility networks using C++, C#, and COMCollaborated on shipping four releases of the utility and trace network in ArcGIS Pro and ArcGIS EnterpriseLeveraged test-driven development practices to deliver robust software

Bing Ads Relevance and Revenue Algorithms TeamDeveloped cascaded classification models for mobile trafficAnalyzed user cost factors for ad ranking to garner favorable user behavior and advertiser ROI

Developed and designed enhancements for medical software application (practice management, electronic heath records)Implemented bug fixesDocumented and reviewed designs