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 (35)
entity-extraction10
dialog10
dialogue-systems10
intent-classification10
heuristics9
generative-adversarial-network9
artificial-intelligence9
conversation9
named-entity-recognition9
question-answering9
chatbot9
nlp-machine-learning9
nlp9
deep-learning8
generative8
Programming languages (2)
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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