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shitkov/README.md

Shitkov Konstantin

Data scientist in VK VIDEO
telegram: @kitaiskypanda
mail: [email protected]
articles: habr.com/ru/users/kitaisky/
CV: pdf

Skills

ML NLP CV RecSys/Search Tools
Pytorch BERT, GTP3, T5 OpenCV Catboost Linux, git, docker
Transformers pymystem, pymorphy YOLO, VGG FAISS, HNSW Hadoop, PySpark, Airflow, MLflow
Classic ML nltk, gensim, natasha ResNet, U-Net Content embeddings SQL, ElasticSearch, Clickhouse

Expertise

  • NLP:
    • Classification
    • Clusterization
    • Summarization
    • Keywords extraction
    • Tagging
    • Text segmentation
    • Sentiment analysis
    • Named entity recognition
    • Relation extraction
    • ChatBot
    • Text generation
    • Knowledge distillation
  • CV:
    • Detection
    • Tracking
    • Classification
    • Movement analysis
    • OCR
    • XTR
    • CRNN
    • Classic computer vision
  • RecSys/Search:
    • Content embeddings
    • Ranking
    • A/B

Pinned Loading

  1. bert4classification bert4classification Public

    Finetuning BERT for classification task

    Jupyter Notebook 50 7

  2. cluster_analysis cluster_analysis Public

    cluster analysis for texts

    Jupyter Notebook 4 2

  3. redactor redactor Public

    service for automatic editing of chat bot replics

    Python