I currently work at deepvk, but I am ready to collaborate on interesting projects, preferably in NLP.

• (2018-2022) Bachelor of Software Engineering, HSE.
• (2022-2024) Master of Machine Learning and Data Analysys, HSE.
• (2024-...) Pursuing PhD of Artificial Intelligence, ITMO University.

• 2023 Coursework: Simultaneous Determination of Ethnicity and Toxicity in Texts [code]

• Russian joke generation model [model] [code]

• USER: Universal Sentence Encoder for Russian ⭐️

  • "ИМШ" (Engeneering and Mathematics School by VK and HSE) project; [diploma].
  • Masters diploma, marked 8/10; [text]; [presentation].
  • ISSCAI Conference poster session; [poster]; [certificate].
  • Results:
    • ru-HNP dataset.
    • ru-WANLI dataset.
    • USER-base model, SOTA of base size on encodechka benchmark.
    • USER-bge-m3 model, SOTA on encodechka benchmark.

• Pruned/shrinked bge-m3 model ⭐️ [model] [code].

• Proficient in Python and fundamental data handling libraries, PyTorch, Transformers.
• Basics of SQL
• Version control with GIT
• English (B2 level)

• Teaching Assistant in "Software Design" course.

My huggingface: https://huggingface.co/TatonkaHF.

Mail me: [email protected] or [email protected].

Telegram: @btmalov.