Geethen Singh
Postdoctoral Researcher at Stellenbosch University
Gauteng, South Africa
Summary
👤
Senior🎓
Top SchoolGeethen Singh is a researcher with eight years' experience applying machine learning and remote sensing to invasion biology and ecological monitoring. He holds a PhD in geospatial machine learning from the University of the Witwatersrand and has built operational monitoring systems for burn mapping and invasive species management, including water hyacinth control in South Africa. His roles span academia, conservation NGOs, and consultancy—most recently at NINA—bridging rigorous research with practical decision-support for conservation and mining impact assessment. Geethen blends geodata science and operational deployment, translating satellite-derived insights into actionable recommendations for practitioners and policy-makers.
8 years of coding experience
5 years of employment as a software developer
Doctor of Philosophy - PhD, Geospatial machine learning, Doctor of Philosophy - PhD, Geospatial machine learning at University of the Witwatersrand
Github Skills (97)
image-processing10
datasets10
regression10
clustering10
imagenet10
torchvision10
computer-vision10
classification10
semantic-segmentation10
image-segmentation10
satellite-imagery10
segmentation10
segformer10
anomaly-detection9
pycaret9
Programming languages (5)
Github contributions (5)
Geethen/novela-hugo-starter1
Oct 2020 - Oct 2020
Contributions:507 pushes, 1 branch in 18 days
Geethen/geeml
Jun 2022 - Jan 2023
Contributions:4 releases, 80 commits, 67 pushes in 7 months
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