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melanietosik/README.md

👋 Hi, I'm Melanie

I'm an experienced data scientist / ML engineer based in New York.

I currently work on building personalized ranking and recommendation systems at Grubhub.

Here's what a typical workday looks like for me:

🏛 History

👩‍💻 Experience

I joined Grubhub in September 2024. Previously, I spent 5 years at BuzzFeed, where I touched on everything from ML infra to feed ranking, audience segmentation, generative AI, and of course more recommender systems. Before moving to New York I worked at a travel AI startup in Austin, TX. I also had a brief stint consulting at Underdog.io, and some previous internships as well as some teaching assistant roles at NYU.

👩‍🎓 Education

I got my MS in Computer Ccience from NYU. For my undergrad I studied NLP at the University of Potsdam (near Berlin).

📚 Resume

Perpetually outdated but hanging in there, here it is (last update: January 2024).

⁉️ FAQ

  • Q: Can you help me become a data scientist? A: Maybe! I'm happy to answer specific questions, but it's very, very difficult to give generic career advice in this field. I picked up this book called Build a Career in Data Science by Emily Robinson and Jacqueline Nolis a few years ago and it's a great resource, so I'd still recommend you start there.
  • Q: Book recs? A: All time favorites: The Book Thief and When Breath Becomes Air. Currently reading: The Impossible City by Karen Cheung and The Sandman graphic novels by Neil Gaiman.
  • Q: What is that accent? A: It's German. One day I'm going to hire a voice coach to help me iron out my R's.

Contact

[email protected]

Pinned Loading

  1. ds1011teamproject/translation ds1011teamproject/translation Public

    Evaluate and compare three neural machine translation models, including RNN-based encoder-decoder, RNN-encoder-decoder with attention, and CNN-encoder-RNN-decoder with attention. [Team Project for …

    Jupyter Notebook 2

  2. NYU-FNC/FakeNewsChallenge NYU-FNC/FakeNewsChallenge Public

    CSCI-GA.2590 - Natural Language Processing - Spring 2018 - Term Project

    Python 2 2

  3. nyc-crime-time-analysis nyc-crime-time-analysis Public

    NYC crime time analysis

    Jupyter Notebook 1 3

  4. viterbi-pos-tagger viterbi-pos-tagger Public

    Viterbi part-of-speech tagger, trained on Wall Street Journal (WSJ) data

    Python 12 8

  5. bow-sentiment-classifier bow-sentiment-classifier Public

    Bag-of-words (BOW) sentiment classifier

    Python 3

  6. nl-inference nl-inference Public

    CNN/RNN model evaluation on the Stanford Natural Language Inference (SNLI) task

    Python 3