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