Skip to content
View melanietosik's full-sized avatar
50 followers · 8 following

Achievements

Achievement: Arctic Code Vault Contributor

Achievements

Achievement: Arctic Code Vault Contributor

Block or report melanietosik

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Please don't include any personal information such as legal names or email addresses. Maximum 100 characters, markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

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Perpetually outdated but hanging in there, here it is (last update: January 2024).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

first.last@mostcommonmail.com

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