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narratives through participatory research methods and stakeholder engagement. Apply spatial modelling tools (e.g., GIS) alongside AI-based techniques to generate risk and vulnerability maps. Analyze and
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-centred design in vulnerable neighbourhoods. By combining qualitative and GIS-based mapping, community-oriented visual design engagement methods, and stakeholder analysis at multiple scales and in diverse
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adaptation and human-centred design in vulnerable neighbourhoods. By combining qualitative and GIS-based mapping, community-oriented visual design engagement methods, and stakeholder analysis at multiple
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or more of: GIS and spatial analysis, environmental sensing or the Internet of Things, data analysis, AI or machine learning, and simulation or environmental-performance modelling within a urban context
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simulation) is advantageous. Experience handling geological, geotechnical, or mining datasets, including drill hole data, structural mapping. Familiarity with GIS platforms, 3D modelling software, or digital