Microtransit Insights
A microtransit simulation and optimization tool using Nextmv's solver and deployed to Streamlit. This was developed as an MVP for MODA-Tool.
A website showing some of my demonstration analysis products and tools.
Microtransit On-Demand Analysis Tool
A fast, interactive microtransit tool for exploring demand, service design, and routing workflows — built on Replit.
A microtransit simulation and optimization tool using Nextmv's solver and deployed to Streamlit. This was developed as an MVP for MODA-Tool.
Summary of National Transit Database performance data with an AI to ask natural language questions.
Validate GTFS feeds, explore routes, and inspect service coverage interactively.
A demonstration AI-agent app for urban planners to process, track, and review building applications.
A quick urban massing study tool for sketching scenarios and visualizing building form.
Live monitoring and analytics for bikeshare systems with maps and system metrics.