Rastislav Rabatin

Machine Learning Engineer at JetBrains

London, England, United Kingdom
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Summary

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Rastislav Rabatin is a Machine Learning Engineer in London with 9 years of experience building production NLP and LLM systems, currently focusing on LLMs for code at JetBrains after a stint at Meta. He has shipped runtime and optimization work for live speech translation on smart glasses, improved LLM code generation via constrained decoding, and helped prepare data and tooling for fine-tuning and DPO workflows. His background spans applied NLP, computer vision and embedded inference (OpenVINO/ONNX), plus infrastructure for serving scalable model services and on-call production ownership. He also contributes to open-source documentation (notably improving SymPy’s printing docs) and holds settled status in the UK, making him immediately work-authorized.
code10 years of coding experience
job7 years of employment as a software developer
bookGunderson High School
bookGymnázium Jura Hronca
book1, 1 at Comenius University
languagesSlovak, English, German, Czech
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Stats
281reputation
24kreached
0answers
1question
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Github Skills (8)

documentations10
python10
documentation10
computer-algebra-system9
computer-algebra9
latex8
ssh6
google-colaboratory6

Programming languages (3)

GoRubyPython

Github contributions (5)

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sympy/sympy

Jun 2017 - Dec 2017

A computer algebra system written in pure Python
Role in this project:
userTechnical Writer
Contributions:12 commits, 1 PR, 19 comments in 6 months
Contributions summary:Rastislav significantly contributed to the documentation within the `sympy/sympy` repository. The commits focused on improving the examples and explanations related to custom printing methods within the SymPy library. The changes included refining the code examples, correcting typos, and reorganizing the documentation structure for better clarity, ensuring the documentation accurately reflects the functionality and usage of the library's printing features. These efforts enhanced the user experience and provided clearer instructions on extending the printing capabilities of the library.
mathpythonsciencecomputer-algebra-systemalgebra
Contributions:172 commits, 86 pushes, 1 branch in 3 months
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Rastislav Rabatin - Machine Learning Engineer at JetBrains