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Who am I?

class About(Me):
    name: str = 'Alexander'
    education: str = 'HSE Fundamental and Computational Linguistics'
    occupation: str = 'Senior NLP Research Engineer & Head of NLP R&D'

    languages: dict[str, str] = {
        'Russian': 'Native',
        'English': 'B2+',
        'German': 'A2'
    }

    code: list[str] = ['python', 'cython', 'sql']
    
    technologies: dict[str, list[str]] = {
        'ml': ['scikit-learn', 'rapids', 'faiss'],
        'dl': ['pytorch', 'keras', 'transformers'],
        'analytics': ['pandas', 'dask', 'clickhouse', 'bigquery', 'elasticsearch'],
        'visualization': ['seaborn', 'matplotlib', 'plotly'],
        'nlp': ['rnnmorph', 'pymystem3', 'nltk', 'spacy', 're', 'natasha', 'gensim'],
        'scraping': ['bs4', 'scrapy'],
        'databases': ['sqlite', 'mysql', 'postgresql', 'sqlalchemy'],
        'os': ['linux', 'windows'],
        'devops': ['docker', 'aws', 'gcp']
    }
    
    cv: str = 'https://drive.google.com/file/d/1cLmcttHLMc9OoRoelJ_lnIPZ4sLv3JLn'
    
    contacts: dict[str, str] = {
        'telegram': 'asbabiy',
        'email': '[email protected]'
    }

Publications

Aleksandr Babii, Marina Kazyulina, and Alexey Malafeev. 2021. fastText-based methods for Emotion Identification in Russian Internet Discourse.In13th ACM Web Science Conference 2021 (WebSci ’21), June 21–25, 2021,Virtual Event, United Kingdom.ACM, New York, NY, USA, 8 pages. https://doi.org/10.1145/3447535.3462499

Kazyulina M., Babii A., Malafeev A. (2021) Emotion Classification in Russian: Feature Engineering and Analysis. In: van der Aalst W.M.P. et al. (eds) Analysis of Images, Social Networks and Texts. AIST 2020. Lecture Notes in Computer Science, vol 12602. Springer, Cham. https://doi.org/10.1007/978-3-030-72610-2_10

Babii, A. S., & Kazyulina, M. S. (2020). AUTOMATIC EMOTION IDENTIFICATION IN RUSSIAN TEXT MESSAGES. Computational Linguistics and Intellectual Technologies. International Conference on Computational Linguistics and Intellectual Technologies β€œDialogue.” https://doi.org/10.28995/2075-7182-2020-19-1002-1010

Alexander Babii's Projects

aist icon aist

Materials for the AIST conference

augmenty icon augmenty

Augmenty is an augmentation library based on spaCy for augmenting texts.

dino icon dino

This repository contains the code for "Generating Datasets with Pretrained Language Models".

pytorch-metric-learning icon pytorch-metric-learning

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

transformer-deploy icon transformer-deploy

Efficient, scalable and enterprise-grade CPU/GPU inference server for πŸ€— Hugging Face transformer models πŸš€

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