Vulnerability Mapping for Better Targeting: Using Spatial Intelligence for Preventive and Adaptive Decision-Making

Master Class | Online

About the Event

This master class explores how vulnerability mapping can strengthen evaluation, targeting, and resource allocation by turning fragmented spatial datasets into decision-ready intelligence. Drawing on experience across sectors, the session will discuss how GIS-enabled vulnerability analysis can help identify high-risk geographies, improve convergence planning, and complement field assessments with district-wide evidence. The discussion will also examine how such approaches can be adapted across health, livelihoods, climate resilience, child protection, and public systems planning.

Speakers

名称 标题 Biography
Nitish Kumar Lead, Catalyst X - Catalyst Management Services Pvt. Ltd. Nitish Kumar leads Catalyst X, building AI- and data-driven systems for public sectors. His work spans geospatial intelligence, diagnostics, early warning, and decision platforms across agriculture, health, and climate, translating data into actionable insights for governments and partners.

Topics and Themes

Evaluators Decision makers 专家学者 其他 Yearly Theme: Evaluation, Evidence and Trust in the Age of AI

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