Spatial Data Scientist

Muhammad Asa

A spatial data scientist with 2.5+ years of experience applying computational methods to disaster risk reduction and climate adaptation in Indonesia. Specializes in risk modeling, computer vision, and AI-based methods to support evidence-based policy. Complements technical approaches with participatory research and multi-stakeholder engagement to ensure solutions account for community needs and governance realities.

Professional Projects

01

Mapping Flood Risk in Jakarta

An interactive story map tracing building-level flood risk across 1.65 million structures in Jakarta's sinking north coast. Where the algorithm goes blind, the gap maps onto land tenure and displacement — then the frame shifts to the communities living inside the data.

Python · VLMs (Gemini, GPT-4o, Claude) · InSAR · MapLibre GL · Scrollama · PMTiles View project →
02

Coming Soon

A new project is in the works. Stay tuned.

03

Coming Soon

A new project is in the works. Stay tuned.

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