
Nikolai Pak
Skills
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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