Serge Sotnyk

Senior Data Scientist

Ukraine
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Summary

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Senior
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Top School
Serge Sotnyk is a Senior Data Scientist from Ukraine with 7 years focused on NLP, ML and signal processing, currently applying LLMs and autonomous-agent techniques at Cliniphai. He has led R&D teams and built production NLP services for legaltech and AI-assistant startups, balancing research rigor with pragmatic engineering. His background spans C# and Python plus decades of algorithmic work—genetic algorithms, genetic programming, DSP and optimization—that inform creative model and systems design. Serge has hands-on experience in prompt engineering, fine-tuning, and expert-imitation research, contributing to published work on autonomous agents. He combines academic depth (post-graduate mathematical analysis and teaching experience) with product-driven delivery, often organizing data labeling and ML pipelines himself. An inventor at heart, he consistently aims to turn novel algorithms into useful tools for end users.
code7 years of coding experience
job24 years of employment as a software developer
bookPost-graduate course Mathematical analysis, Post-graduate course Mathematical analysis at Dniprodzerzhinsk State Technical University
bookData science. Natural language processing, Data science. Natural language processing at Projector, Kyiv
languagesRussian, Ukrainian, English
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Stats
123reputation
10kreached
2answers
4questions
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Github Skills (22)

roberta8
electra8
sentence8
similarity7
sentence-similarity7
nlp7
actor6
korean-nlp6
listview6
mlnet6
natural-language-processing6
machine-learning6
word-embeddings6
sentence-embeddings6
multilingual6

Programming languages (4)

JuliaDockerfileJupyter NotebookPython

Github contributions (5)

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AnatoliiShara/prj-nlp-2019

Mar 2019 - Apr 2019

NLP-курс в Проджекторі 2019
Contributions:56 commits in 1 month
nlpnatural-language-processingbertkorean-nlp
serge-sotnyk/prj-nlp-2019

Mar 2019 - May 2019

NLP-курс в Проджекторі 2019
Contributions:79 pushes, 12 branches in 2 months
nlpnatural-language-processingbertkorean-nlp
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Serge Sotnyk - Senior Data Scientist