The Work
Over 13 months, four analytical GIS maps were produced supporting internal government research. The subject matter covered Afghanistan's mineral resource distribution, Belt and Road Initiative infrastructure corridors, and transportation networks across a region where the accuracy of spatial data carries consequences beyond cartography.
The work was executed under analyst direction: research requests came in, spatial products went back out. The primary dataset — Belt and Road infrastructure — had to be integrated into the GIS environment, spatial relationships mapped, and outputs produced that would hold up to internal review. Rapid turnaround was expected. Precision was not optional.
What this role built was a specific kind of discipline: the ability to work with incomplete information, ask the right clarifying questions before touching the data, and produce outputs that are defensible. The stakes in this work were higher than most GIS roles. The methodology that came out of it applies everywhere.
"In analytical GIS work, wrong isn't an option. The discipline this role built — understand the question, structure the data, verify the output — applies to every project that follows."
Process
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1
Research Reviewed analyst research requests; identified spatial scope and data requirements; sourced Belt and Road infrastructure dataset.
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2
Data Prep Integrated infrastructure dataset into ArcGIS environment; verified spatial alignment with regional basemap data.
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3
GIS Work Mapped mineral resource distribution, infrastructure corridors, and transportation networks; produced rapid-turnaround cartographic outputs.
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4
Output 4 analytical maps delivered over 13 months; used for internal planning and research.
In high-stakes analytical work, the framework — what you're mapping, what question it answers, what counts as correct — must be established before any data is processed. This discipline was forged under conditions where imprecision had real consequences.