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Ivan

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5+ Years

Data Analyst, NLP Engineer

ToYou, 3commas.io, OZON


Industry: E-commerce, IT & Software

Specialization: Anomaly Detection, Recommendation Systems, Natural Language Processing

Limassol, Cyprus

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Tech Stack: Python, SQL, Pandas, Scikit-learn, PyTorch, Streamlit, FastApi

Expert’s cases:

  1. Invented, developed and implemented a mechanism for digitizing user behavior on Runet sites using ClickStream data vectorization. Using embedding tools:

    • accelerated process of developing new models by 70%, - improve quality by 30%, - reduce the number of computing resources for training new models

  2. Developed a method for assessing the contribution of a company’s digital products to a client’s purchase based on ClickStream data, this allowed for more correct setting of KPIs and a deeper analysis of user behavior

  3. Developed, implemented and tested on A/B tests a tool for optimizing email newsletters for RK (Advertising companies) aimed at promoting and selling certain products

  4. Developed and implemented a tool for processing and characterizing bacteria based on DNA, RNA using ML for Biologists and Scientists

  5. Developed a tool for searching necessary information in scientific articles for scientists using ML