Updated periodically

Machine learning & NLP

  • #democracy: trying to predict public opinion polls in the 2020 Democratic primaries using Twitter, NLP, and Bayesian modelling. Tools used: AWS, TWINT (Python package), Keras.
  • Using topic-controlled document vectors to measure the ideological slant of news media: A summer research project at the University of Toronto where I built a machine learning model to detect the ideological slant of news articles. Tools used: crowdsourcing, word vectors, neural nets. Libraries: spaCy, Keras.

Data Visualization


  • COVID-19 Student Response Team: The website of the Harvard Medical Students COVID-19 Response Team – a group of HMS students producing and disseminating educational resources, as well as coordinating activism initiatives surrounding COVID-19. Made with Hugo