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generall (Andrey Vasnetsov) · GitHub

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generall/README.md

Hi, it's Andrey

I'm a Machine Learning Engineer. I prefer practical over theoretical, working demo over arXiv paper.

Currently working on a Vector Similarity Search Engine Qdrant, which can be used for semantic search, similarity matching of text, images or even videos, and also recommendations.

My CV is here. I also have a blog and a telegram channel

My interests and projects

  • Self-supervised and transfer learning in NLP [ blog posts 🔗 ]
  • Matching models [ blog posts 🔗 ]
  • Knowledge extraction [ project 🔗 ]
  • NN powered search engines [ blog posts 🔗, 🔗 ] & [ repo 🔗 ]
  • Functional programming and Rust

📫 Feel free to reach me with email or telegram

Pinned Loading

  1. qdrant/qdrant qdrant/qdrant Public

    Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

    Rust 34.2k 2.6k

  2. EntityCategoryPrediction EntityCategoryPrediction Public

    Model for predicting categories of entities by its mentions

    Jupyter Notebook 31 3

  3. OneShotNLP OneShotNLP Public

    PyTorch text matching models implementation for One-Shot Named Entity Linking

    Python 25 4

  4. ExtWikilinks ExtWikilinks Public

    Extended Wikilinks dataset description

    Jupyter Notebook 15

  5. cat_hnswlib cat_hnswlib Public

    Forked from nmslib/hnswlib

    Header-only C++/python library for fast approximate nearest neighbors

    C++ 18 3

  6. aligner aligner Public

    Sublime Text plugin for automatic code alignment.

    Ruby 36 2

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