Built a real-time geospatial tracking system with MQTT/REST APIs and integrated visualization for monitoring and alerts.
Applied PySpark to large-scale mobility data to identify demand patterns and propose station balancing improvements.
Conducted spatial analysis and regression modelling in QGIS/Python to evaluate neighborhood accessibility and inform planning policies.
Led GIS-based site selection, road network planning, and land-use planning studies for urban development.