projects.

Predicting mobility gaps to understand transportation access and equity across urban environments. Currently under restricted access.

Uncovering hidden information and legends within Google Maps' features and zoom levels using D3.js data visualization.

A peer-to-peer 3D spatial UX system built on UWB localization that puts privacy at the forefront of indoor navigation.

An augmented reality indoor wayfinding system that helps students explore spaces, amenities, and histories of Columbia University.

Exploring bias, limitations, and computational methods in generative architectural design models using design-ai.net.

Designing a privacy-first thermal sensor to understand activities and flows in public urban spaces using edge compute.

Analyzing anonymized Call Data Records to understand population mobility patterns and inform humanitarian response planning.

Added support for rectangular objects in a dynamic packing algorithm using Python in Rhino3D, exploring greedy, recursive, and genetic approaches.

Mapping the solar PV potential of New York City using LiDAR data, automated ArcGIS pipelines, and a web reporting tool.

An entrepreneurial strategy case study examining Tomorrow.io's path to disrupting the weather technology industry.