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Vladimir

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5+ Years

Machine Learning Ops, NLP Engineer

SberMarket, VK


Industry: IT & Software, E-commerce

Specialization: Anomaly Detection, Recommendation Systems, Natural Language Processing

Moscow, Russia

$-

Tech Stack: Python, PyTorch, SQL, C++, Bash

Expert’s cases:

  1. Largest company's project: ~74% of products are added from Search and Catalog (~77% GMV)

    Team: 5 Data Scientists
    - Projects completed by the team: personalized product ranking models, ranking text suggests, ranking retailers; query classification; detection of broken serps
    - Systematized the AB test setup and evaluation process
    - Organized training for the team on MLOps
    - The team's efforts increased CR from search page entry to add to cart by XX%

  2. Python Course for managers (in English)

  3. Machine Learning Courses. Audience: approx. 60 students