Selected work across Earth observation, geospatial analysis, and storytelling.
This project evaluates how effectively Sentinel-1 SAR imagery can map mangrove ecosystems in coastal Madagascar. Using Ambanja Bay as a test site, I assessed the strengths and limitations of SAR-only classification for distinguishing mangroves from other coastal land cover types in cloud-prone environments. I then…
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A mix of technical, applied, and storytelling work.
I participated as part of Team MapleByte, representing Canada in the G20 Disaster Risk Reduction Open Innovation Demonstrator Project hosted in Durban, South Africa. The hackathon brought together international experts to explore how geospatial data...
Tools: Digital Earth Africa Sandbox, Python, QGIS, OpenStreetMap, Sentinel 2
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This project supported Deploy Solutions in preparing an enriched building dataset for selected AOI facilities across Ottawa–Gatineau. My role focused on cleaning…
Tools: Python, GeoPandas QGIS, Shapely
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