Maria Tikhonova
Guest Lecturer at SberDevices
Moscow, Moscow City, Russia
Summary
👤
Senior🎓
Top SchoolMaria Tikhonova is a Senior NLP Research Data Scientist and educator with 10 years' experience building and evaluating large transformer models and applied NLP systems. At SberDevices she worked on Russian SuperGLUE benchmarking, few-/zero-shot evaluation of GPT-style models, and text style transfer for digital assistants, while concurrently leading ML/NLP courses at OTUS and lecturing advanced Transformer courses for SberUniversity and HSE. Her background blends rigorous academic training (PhD-level work in computer science) and hands-on industry production—ranging from resume-parsing pipelines at Sberbank to prototype AI systems in experimental ML teams. She is notable for translating cutting-edge research into teaching curricula and practical evaluation frameworks for HuggingFace models, bridging research, education, and productization in Russian-language NLP.
10 years of coding experience
3 years of employment as a software developer
Специалист, Математика и механика, 5.0, Специалист, Математика и механика, 5.0 at Московский Государственный Университет им. М.В. Ломоносова (МГУ)Doctor of Philosophy - PhD, Computer Science, Doctor of Philosophy - PhD, Computer Science at Высшая Школа Экономики
English, French
Github Skills (24)
benchmark10
sentence-transformers10
retrieval10
sts10
bug-reporting10
clustering10
multilabel-classification9
text-classification9
barrage9
information-retrieval9
sentence-similarity9
nlp8
cosine-similarity8
embedding8
semantic-search8
Programming languages (2)
Github contributions (5)
RussianNLP/RussianSuperGLUE
Jun 2020 - May 2021
Russian SuperGLUE benchmark
Contributions:18 commits, 1 PR, 14 pushes in 11 months
benchmarksuperglue
MariyaTikhonova/multilingual_diagnostics
Oct 2021 - Mar 2022
Contributions:3 commits, 1 PR, 1 push in 4 months
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