Research · Data · Geospatial

Work in
progress,
in public.

B. Sabo Est. 2025 Basel ↔ Field
01 — 06
Survey · Analysis Live

FY27 Survey

Field data collection and visualization for multilateral indicators across key cohorts.

Python KOBO Dashboard
Geospatial Live

GIS Nepal

Spatial mapping of humanitarian corridors and population displacement patterns.

QGIS Leaflet OSM
Data · Policy Processing

Climate Indicators

Longitudinal cross-country analysis of climate vulnerability indices.

R WB Data
Coming soon
ML · NLP Processing

Field Report NLP

Automated extraction and classification of key themes from humanitarian field reports.

Python LLM
Coming soon
Visualization Processing

Aid Flow Atlas

Interactive Sankey flows of multilateral aid disbursement across regions and sectors.

D3 OECD
Coming soon
Dashboard Processing

Indicators Monitor

Live SDG progress tracker with configurable country and sector breakdowns.

React UN API
Coming soon