M.S. Applied Data Science '20
B.S. Food Science '13
Areas of interest: machine learning, deep learning, stats, databases, programming in R, Python, SQL, SAS
- Pittsburgh, PA
Popular repositories Loading
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plant-disease-classification-tl-cnn
plant-disease-classification-tl-cnn PublicApplication of EfficientNet and other CNNs to New Plant Diseases Dataset for agricultural image classification
Jupyter Notebook 3
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food-environments-2020
food-environments-2020 PublicAn unsupervised and supervised machine learning project resulting in a novel method for clustering and understanding US food environments beyond the "food desert" label
R 1
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IP-index-forecasting
IP-index-forecasting PublicA comparison of forecasting methods (STL + ETS vs. ARIMA) on robustness to sudden historical declines in IP index, to estimate best 12- and 24-month predictions following the March 2020 COVID-19 sh…
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Red-Wine-Classification
Red-Wine-Classification PublicA survey of machine learning methods and SMOTE oversampling to classify imbalanced data
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