Hi, I'm William Green

I am a data scientist and programmer with a background in business management. I enjoy all things artificial intelligence (AI),  such as machine learning, deep learning, computer vision, and natural language processing.

<my_projects:

  • SIIM-ACR PNEUMOTHORAX SEGMENTATION

    /august_2019/

    I created a transfer learning technique with a state-of-art neural network architecture for biomedical images to classify pneumothorax from a set of 12, 047 radiographic images.

  • GENDERED PRONOUN RESOLUTION

    /june_2019/

    I used Bidirectional Encoder Representations for Transformers (BERT), a transfer learning technique model, to decide whether a pronoun refers to name A, name B, or either.

  • HUMAN PROTEIN ATLAS IMAGE CLASSIFICATION

    /january_2019/

    I created a transfer learning technique with a lightweight convolutional neural network to classify a data-set of 31,072 sub-cellular protein patterns.

  • HOME LOAN CREDIT DEFAULT RISK

    /august_2018/

    I used a Light Gradient Boosting Machine (LightGBM), a machine learning model to predict the likelihood of an applicant loan repayment abilities.

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© 2020 by William Green. Created by Tidmore Communications.