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  1. SatellitePollutionCNN SatellitePollutionCNN Public

    Developed a novel algorithm to predict air pollution levels with state-of-art accuracy using deep learning and GoogleMaps satellite images

    Python 20 10

  2. 2019-MathWorks-Math-Modeling-Challenge-Paper 2019-MathWorks-Math-Modeling-Challenge-Paper Public

    Utilized machine learning and differential equations to develop computational models of the spread of substance use in the U.S. population and related health effects. Wrote 25-page research paper t…


  3. WebMD-Scraper WebMD-Scraper Public

    Created from scratch an efficient web scraper to mine WebMD for data on all the drugs listed on the website as well as the customer reviews for those drugs

    Python 7 7

  4. TV-Script-Generation-Simpsons TV-Script-Generation-Simpsons Public

    Generated new TV scripts for The Simpsons using NLP techniques, including Google's Word2vec algorithm with a continuous skip-gram architecture and RNNs with LSTMs


  5. Machine-Translation-English2French Machine-Translation-English2French Public

    Developed model to translate between English and French using NLP techniques, including seq2seq architecture and RNNs with LSTMs

    Python 1

  6. Transfer-Learning-Image-Classification-VGG16 Transfer-Learning-Image-Classification-VGG16 Public

    Used transfer learning by training a classifier on top of VGG16, a popular, former state-of-the-art convolutional neural network that was trained on the ImageNet data set