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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

Andrey Vasnetsov's Projects

pattern icon pattern

Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.

pipe2plot icon pipe2plot

Plotting data from pipe/files using matplotlib.

ruby-band icon ruby-band

Machine learning and data mining algorithms for JRuby

shiori icon shiori

Simple bookmark manager built with Go

sklearn-sknnsuite icon sklearn-sknnsuite

Wrapper which provides scikit-learn-compatible implementation of SkNN sequence labeling algorithm

sknn-java icon sknn-java

Structured kNN algorithm implementation in java

sknn-nel icon sknn-nel

Implementation of named entity disambiguation and linking with usage of SkNN algorithm

sknn-ruby icon sknn-ruby

Structured kNN algorithm implementation in ruby

tele2_hack icon tele2_hack

Code for tele2 hackathon. Team 2HACK4YOU (1st place)

tonic icon tonic

A native gRPC client & server implementation with async/await support.

torchlite icon torchlite

A high level library on top of machine learning frameworks

translates icon translates

A small web-based application that helps you to exercise in Russian to English translations

trow icon trow

Container Registry and Image Management for Kubernetes Clusters

txtai icon txtai

💡 Build AI-powered semantic search applications

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