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MaryFllh/README.md

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👋

Hey there! I'm Mary(am)
👩‍🎓 I did my bachelor's and master's in electrical engineering.
🧠 For my master’s thesis at the University of Toronto I worked on brain-computer interfaces and using NLP I designed a context-aware virtual keyboard that can be controlled with brain signals. Here's a link to a short video of me describing my work.
👩‍💻 After graduating I have worked at a couple of startups as a machine learning engineer with a focus on NLP, text summarisation and semantic search in healthcare.
🖊️ I enjoy writing and sharing my learnings through blogposts. You can check out my articles on my personal blog and medium.

🧰

  • Python (FastAPI, numpy, pandas, sklearn, spacy, nltk, XGBoost)
  • Javascript
  • Pytorch & Keras
  • Elastic Search
  • Docker
  • DVC
  • AWS
  • SQL, Dynamodb

Pinned

  1. mlseries mlseries Public

    Code for production-ready ML code. Walkthrough can be found at cherrypicked.dev

    Python 2

  2. attention_is_all_you_need attention_is_all_you_need Public

    Implementation of Transformers as described by the Attention Is All You Need paper

    Python

  3. ml_algorithms ml_algorithms Public

    Contains implementation of common ML algorithms from scratch

    Jupyter Notebook

  4. ml_book_summaries ml_book_summaries Public

    Summary of books on different ML topics

    Jupyter Notebook