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Guneet Mutreja

Guneet Mutreja

Doctoral researcher in remote sensing and geospatial AI

Gilching, Germany
Joined March 2026

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Summary

Researcher focused on self-supervised and foundation-model approaches for building-level and urban remote sensing tasks, especially leveraging RGB and DSM data for improved building detection and classification. arxiv+2
Publishes both peer-reviewed conference/journal work and preprints, with research outputs on building roof classification, evaluation of self-supervised algorithms, and related urban remote sensing topics. copernicus+2
Combines industry product engineering experience (Esri) and applied systems engineering (TCS) with academic research at the German Aerospace Center (DLR), contributing code samples, product tests, and documented geospatial workflows alongside academic publications. esri+2
Communicates technical ideas to broader audiences through blog writing and public-facing explanations (e.g., Medium and Darukaa) about embedding-based geospatial reasoning and practical applications. medium+1

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Writes about geospatial AI and remote sensing on Medium. medium