BS in Physics. MS in Data Science. Over a decade experience with cloud computing.
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datascience_capstone_project
datascience_capstone_project PublicMy Data Science Master's degree, Capstone Project: Semantic Segmentation for Medical Ultrasound Imaging
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segmentation_click_train
segmentation_click_train PublicTrain an off-the-shelf image segmentation model to respond to user feedback
Jupyter Notebook 4
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fast_feature_selection
fast_feature_selection PublicGenetic algorithms and CMA-ES (covariance matrix adaptation evolution strategy) for efficient feature selection
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timeseries-forecasting-fourier-time-dummies
timeseries-forecasting-fourier-time-dummies PublicTime series forecasting with Fourier-adjusted time dummies
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predict-sale-prices-regression
predict-sale-prices-regression PublicPredict sale prices via regression models, using PCA, k-means clustering, ensemble models, pipelines, etc.
HTML 2
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recommender_systems
recommender_systems PublicA comparison of recommender systems (PyTorch, Spark) on a dataset with 20 million observations.
Jupyter Notebook 1
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