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🤖 Currently focused on model interpretability research in the Geosciences (i.e., do we know what our physical models are doing? Are they right for the right reasons?)
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❄️ Also working on microphysical dimensionality reduction using PCA, t-SNE, UMAP, AEs and density-based clustering
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🔭 I'm very interested in ML applications in the Geosciences (i.e., DeepPrecip, BlindPaint, Bias Correction)
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📝 I write articles on deep learning, remote sensing and the environment (see my medium profile on towardsdatascience)
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📱 Supporter of citizen science projects and open data/science (e.g., want to use your iPhone for snow depth measurements?)
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🖥️ Public particle microphysics dataset maintainer (and API developer for pipd)
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🗺️ Amateur cartographer (MapsByFraser)
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📫 How to reach me kingfr@umich.edu
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📄 Learn more about my work/research experiences https://frasertheking.com/resume/cv.pdf
Visit my personal website for more information - https://frasertheking.com