Building accessible tools that democratize transportation analysis and research for everyone.
Our most impactful tools for transportation research and analysis.
Global EV Charging Infrastructure Equity Analysis Platform
A comprehensive AI-powered platform for analyzing electric vehicle charging infrastructure equity across the globe. Integrates data from OpenChargeMap, US Census Bureau, and World Bank APIs with LLM-powered insights through Groq API.
Real-Time Parking Analysis for Singapore
An intelligent parking analysis platform processing real-time data from 2,581 carparks across Singapore's three major agencies (HDB, LTA, URA). Features natural language explanations powered by AI for intuitive understanding of parking patterns.
Transportation Policy Simulation System
An agentic AI system for transportation policy simulation with transparent mathematical models and AI-powered scenario analysis. Enables policymakers to understand impacts before implementation.
Additional tools for specialized transportation research needs.
Open-source Streamlit platform for creating SUMO traffic scenarios with interactive editors for nodes, edges, routes, and detectors.
Synthetic survey data generator for teaching SEM research with SmartPLS, fsQCA, and IPMA validation.
Comprehensive GTFS transit data analysis tool for network efficiency assessment and visualization.
Tool for evaluating public transit accessibility for people with disabilities and mobility challenges.
Automated citation formatting tool for transportation research papers in multiple styles.
Have a specific transportation analysis need? I'm open to building custom tools for research collaborations and partnerships.