Data Scientist with M.A. in sociology, B.A. in environmental sociology, and 5+ years' experience teaching statistics. Completed TripleTen's 10 month data science bootcamp and a real-world data science externship with DataSpeak. Currently accepting data analysis and statistics consulting projects May 2024.
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Deep learning, neural-network-driven web app that correctly classifies images as farm, solar field, neighborhood, or lake.
Web App - Neural Network Code - Hugging Face Space
Model achieved 3.9% error and 96.1% accuracy on the validation set by the eigth epoch.
Model correctly predicts solar field test image.
Model correctly predicts farm field test image.