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PavloFesenko/README.md

Hi there, I'm Pavlo πŸ‘‹

I am a Machine Learning Engineer with expertise in MLOps and big data.

You can find me on these platforms:

✍ Blog articles

Best open-source models for sentiment analysis β€” Part 1: dictionary models
Dictionary modes are really fast but at the price of lower accuracies

Best open-source models for sentiment analysis β€” Part 2: neural networks
Use neural networks for higher accuracies if you have a GPU

πŸ‘·β€β™‚οΈ Personal projects

LLM recommender for Arxiv papers (in progress)

  • Creating a chatbot that uses large language models to recommend scientific papers from Arxiv
  • Deploying it as a web application to the cloud using open-source LLM tools

Technology stack:

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  • Fine-tuned a classification model that predicts a TV show from which the GIF image originated
  • Deployed the model as an API to the cloud using always free AWS resources
  • Automated a model serving pipeline using GitHub Actions

Technology stack:

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@PavloFesenko's activity is private