Andrey Vasnetsov generall

📡

CTO, creator of Qdrant. Interested in Vector Search, Metric Learning, Self-Supervised and One-Shot learning.

932 followers · 202 following

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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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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 35.5k 2.8k
EntityCategoryPrediction EntityCategoryPrediction Public

Model for predicting categories of entities by its mentions

Jupyter Notebook 30 2
OneShotNLP OneShotNLP Public

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

Python 25 4
ExtWikilinks ExtWikilinks Public

Extended Wikilinks dataset description

Jupyter Notebook 16
cat_hnswlib cat_hnswlib Public

Forked from nmslib/hnswlib

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

C++ 18 3
aligner aligner Public

Sublime Text plugin for automatic code alignment.

Ruby 36 2

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