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Achievements

Achievement: Pull Sharkx4Achievement: Galaxy Brainx2Achievement: Pair Extraordinairex4Achievement: Public SponsorAchievement: Starstruckx4Achievement: QuickdrawAchievement: YOLOAchievement: Arctic Code Vault Contributor

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@qdrant

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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

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  1. 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 22.2k 1.5k

  2. EntityCategoryPrediction Public

    Model for predicting categories of entities by its mentions

    Jupyter Notebook 29 3

  3. OneShotNLP Public

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

    Python 23 4

  4. ExtWikilinks Public

    Extended Wikilinks dataset description

    Jupyter Notebook 14

  5. cat_hnswlib Public

    Forked from nmslib/hnswlib

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

    C++ 16 3

  6. aligner Public

    Sublime Text plugin for automatic code alignment.

    Ruby 36 2

2,190 contributions in the last year

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Activity overview

Contributed to qdrant/qdrant, qdrant/landing_page, qdrant/qdrant-client and 33 other repositories
Loading A graph representing generall's contributions from March 03, 2024 to March 04, 2025. The contributions are 49% code review, 39% commits, 11% pull requests, 1% issues.

Contribution activity

March 2025

Created 1 commit in 1 repository

Created a pull request in qdrant/qdrant-client that received 1 comment

add tests and fix field schema conversion in case grpc is used

+12 −0 lines changed • 1 comment
Opened 1 other pull request in 1 repository
qdrant/qdrant 1 open
Reviewed 1 pull request in 1 repository
qdrant/qdrant 1 pull request
5 contributions in private repositories Mar 3
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