Igor Shatalin
Russia, Volgograd

NLP Practitioner

Tasks & Skills:
● Transformers, NLTK, Spacy, Natasha, Kaldi, VOSK API, Gensim, pymorphy2,
MarianNMT.
● Text Representation & Embeddings: BOW, TF-IDF, word2vec, fasttext,
elmo, BERT.
● Text Classification: Binary, Multiclass, Multilabel.
● Text Clusterization.
● Training Language Model (Vanilla Transformer Encoder, Reformer
Encoder).
● Sentiment Classification. Aspect-based Sentiment Classification.
● Anaphora Resolution, Coreference Resolution.
● Paraphrase detection.
● Information Extraction.
● Named Entity Recognition.
● Punctuation Restoration for ASR-texts.
● Text Augmentation.

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