SPATIAL ANALYTICS & CARTOGRAPHIC INQUIRY
Bridging spatial econometrics, GIS modeling, and ground-level ethnography to evaluate urban accessibility, network density, and infrastructural dynamics. Projects leverage QGIS, ArcGIS Pro, and R for spatial analysis and cartographic visualization.
SPATIAL TOOLKIT & DELIVERABLES
From Raw Coordinates to Capital Clarity
Bridging spatial econometrics with street-level ground truth to deliver ready-to-deploy maps, models, and decision briefs.
01 // LAYER
Pedestrian & Catchment Audits
Moving beyond unrealistic straight-line circles to map true walking friction, lighting blind spots, and natural choke points.
Method: Isochrone network analysis + intercept ground truth
Deliverable: Vector friction overlays, catchment boundary GeoJSON
Environment: QGIS / ArcGIS Pro
SOLVES: Real Walkshed Distortion
02 // LAYER
Spatial Econometric Modeling
Testing correlation between spatial accessibility, demographic shifts, transit frequency, and capital asset adoption.
Method: Spatial autoregression, panel regression, OLS
Deliverable: Documented R Markdown pipeline, reproducible script repo
Environment: R / Stata / GeoDa
SOLVES: False Demand Assumptions
03 // LAYER
Corridor & Health Access Networks
Micro-spatial mapping of healthcare access, retail commercial clusters, and public transit connectivity nodes.
Method: Spatial multi-criteria evaluation + field observation
Deliverable: Executive decision deck, interactive choropleth layers
Environment: QGIS / R Shiny / Spatial SQL
SOLVES: Misplaced Facility Allocation
