Selected work in geospatial analytics, transportation planning, and urban policy research.
Interactive geospatial analysis exploring demographic patterns and urban development trends across Jakarta's districts using GeoPandas and choropleth mapping.
Comprehensive analysis of public transit accessibility using GTFS data, spatial joins, and catchment area calculations for urban mobility planning.
Python-based tool for GPS probe data processing, generating route adherence and schedule deviation reports for transit operations in Maputo.
Research identifying areas vulnerable to Transit-Oriented Development-induced gentrification, proposing equitable TOD implementation strategies for Jakarta.
Web-based tool for aerial imagery and land use visualization using JavaScript, deployed for TOD area analysis by urban design team at Nikken Sekkei.
Research and proposed mobility management strategies for non-motorized transportation based on international best practices for JUTPI 3 project.
