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Shaiba Siddiqui
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GIS + Research
A collection of data-driven spatial analyses, StoryMaps, and research studies exploring urban systems, environmental vulnerability, and community-focused planning. These works combine GIS, mapping, and visualization to support evidence-based design and strategic decision-making.
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