Alina Kolesnikova
Developer at MTS AI
Moscow, Moscow, Russia
Summary
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Rockstar🎓
Top SchoolAlina Kolesnikova is a developer and senior ML engineer with six years of experience specializing in Russian NLP, currently driving speech and phonetics projects at MTS AI. She has a strong research-to-production track record from DeepPavlov—working on model compression and DistilBERT variants—and builds practical pipelines for G2P, stress prediction, transliteration evaluation, and homograph disambiguation. Her background combines rigorous academic training (MIPT MS with honors) and applied work in data augmentation, CI/CD, performance testing, and mentoring. Notably, she pairs model training expertise with tooling and evaluation methodologies, enabling measurable improvements in phonetic transcription quality.
6 years of coding experience
2 years of employment as a software developer
Bachelor's degree (with honors), Applied Mathematics, 4.7 out of 5, Bachelor's degree (with honors), Applied Mathematics, 4.7 out of 5 at V.I.Vernadsky Crimean Federal UniversityMaster's degree (with honors), Artificial Intelligence, 4.88 out of 5, Master's degree (with honors), Artificial Intelligence, 4.88 out of 5 at Moscow Institute of Physics and Technology (State University) (MIPT)
Github Skills (26)
artificial-intelligence10
named-entity-recognition10
entity-extraction10
dialogue-systems10
question-answering10
intent-classification10
chatbot10
nlp-machine-learning10
heuristics9
generative-adversarial-network9
machine-learning9
natural-language-processing9
tensorflow9
ai9
deep-learning9
Programming languages (3)
Github contributions (5)
ayeffkay/rubert-tiny
Nov 2021 - May 2022
Contributions:72 commits in 5 months
ayeffkay/mlops-zoomcamp
May 2023 - Jul 2023
Free MLOps course from DataTalks.Club
Contributions:43 pushes, 1 branch in 1 month
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