Hi, I'm William Green

<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.
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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.
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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.
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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.
{learn_more}