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Data Scientist by way of Music and Materials Science & Engineering.

Using NLTK and GPT-2 to analyze and generate The Beatles lyrics

Image via Pixy.org
  • Data Collection: Scraping data from Genius.com


Analyzing the Vegan conversation on Twitter using NLP and Topic Modeling

Photo by Matthias Zomer of Pexels.com
  • Scraping Tweets with the Twitter API and snscrape
  • NLP: NLTK, Count Vectorizing, Tokenizing, and Stemming
  • Topic Modeling: LDA and NMF
  • Visualizations: t-SNE and Seaborn


Experimenting with various classifier models and a deeper dive into XG Boost

Photo by Karolina Grabowska of Pexels.com


Photo by Daria Shevtsova of Pexels

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