Anastasia Kozlova
Machine Learning Engineer at Social Discovery Group
Netherlands
Summary
🤩
Rockstar🎓
Top SchoolAnastasia Kozlova is a Machine Learning Engineer based in the Netherlands with 21 years of engineering experience and three years focused on AI research, specializing in NLP and large language models. She has built and evaluated multilingual LLMs (including mGPT1.3B/mGPT13B across 61 languages), created reproducible benchmarking frameworks and public leaderboards, and published at EMNLP, ACL, EACL and TACL. Her work spans practical production systems—fact-extraction pipelines, video-to-text experiments like Video-LLaVa, and generative spelling-correction tools (SAGE)—as well as open-source contributions to major projects such as JetBrains’ Kotlin and IntelliJ plugins and the FernFlower decompiler. Colleagues know her for blending rigorous evaluation methodology with pragmatic engineering, and for advancing low-resource language support and eye-tracking–informed model training in surprising interdisciplinary ways.
21 years of coding experience
4 years of employment as a software developer
Bachelor of Economics Economics and Applied Math., Bachelor of Economics Economics and Applied Math. at Saint Petersburg State University of Finance and EconomicsMaster of Computer Science Big Data analysis, Master of Computer Science Big Data analysis at Higher School of Economics
Github Skills (29)
kotlin10
programming-language10
flex10
decompiler10
expressions10
builder-pattern10
testing10
intellij-idea10
java10
decompile10
javas10
compiler-compiler10
lambdas10
expression10
android10
Programming languages (3)
Github contributions (5)
fesh0r/fernflower
Mar 2015 - Jan 2021
Unofficial mirror of FernFlower Java decompiler (All pulls should be submitted upstream)
Role in this project:
Back-end Developer
Back-end DeveloperContributions:8 commits in 5 years 11 months
Contributions summary:Anastasia primarily focused on improving the FernFlower Java decompiler, addressing issues related to lambda expressions and code generation. Their commits include modifications to the decompiler's handling of lambdas, explicit type declarations, and anonymous classes. The changes involve updating various classes and modules within the decompiler.
adobe-experience-managerjvm-bytecodejava-bytecodeupstreamjna
JetBrains/intellij-plugins
Oct 2006 - Aug 2022
Open-source plugins included in the distribution of IntelliJ IDEA Ultimate and other IDEs based on the IntelliJ Platform
Role in this project:Full-stack Developer
Full-stack DeveloperContributions:170 commits in 16 years
Contributions summary:Anastasia contributed to the IntelliJ IDEA plugins project by modifying various files related to different plugins. The commits include improvements to the UI and functionality of the IntelliJ IDEA plugins like IDEtalk and Osmo. The user also made changes related to inspection grouping, configuration searching, and code refactoring, specifically focusing on improvements across multiple plugins.
intellij-platformintellij-ideaideintellij-pluginjetbrains
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