Nikolai Pak

Bis 2022, Software Developer, ABBYY
Belgrade, Serbia

Skills

Python
Deep Learning
C++
Machine Learning
PyTorch
Software Development
Artificial intelligence

Timeline

Professional experience for Nikolai Pak

  • Current 2 years and 11 months, since Sep 2022

    Senior Machine Learning Engineer

    ABBYY

    •Lead a team of 2 people that was responsible for developing and supporting models for document data extraction and collaborated with other teams •Led the development of a new solution based on combining LLM and Image based neural network •Identified common issues and implemented solutions to enhance accuracy of both table and non-table data extraction models, and expanded their application in new scenarios •Refactored and rewrote a substantial portion of legacy code to enhance its maintainability

  • 3 years, Oct 2019 - Sep 2022

    Software Developer

    ABBYY

    • Developed and supported ML models for table extraction, document data extraction and classification Improved quality and extended functionality of existing solutions • Implemented multimodal document classifier to boost classification accuracy • Created prototype for non-table data extraction that was used as the foundation for a new solution

Educational background for Nikolai Pak

  • 2020 - 2022

    Computer Science

    Moscow Institute of Physics and Technology

  • 2016 - 2020

    Computer Science

    Moscow Institute of Physics and Technology

Languages

  • English

    -

  • Russian

    -

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