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3+ Years

Data Analyst, NLP Engineer

Tinkoff, XWAY


Industry: IT & Software

Specialization: Anomaly Detection, Recommendation Systems, Natural Language Processing

Paris, France

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Expert’s cases:

  1. Conducted exploratory analysis of clients’ incoming communications using NLP approaches:
    – Managed full cycle of tasks to achieve significant reductions in target business metrics

    Developed interactive analytical dashboards for stakeholders:
    – Created a dashboard for detecting API method crashes
    – Developed a notification map
    – Standardised a dashboard template for A/B testing, optimising the development time for the entire analytics team
    – Dissected the origination phase into product-based Customer Experience metrics which identified and addressed key customer complaints

    Designed and evaluated A/B tests, driving pioneering business decisions
    Implemented an innovative hierarchy of topics for communications


  2. - Built models based on item characteristics to match product bundles across different marketplaces
    – Developed a data-driven marketing tool for analysing and managing advertising campaigns on marketplaces
    – Created analytical and operational alerts as part of the mobile app’s functionality
    – Conducted A/B tests to boost monetization, increasing the frequency of item card appearance in the top by 20%, expanding customer basket by 7% and boosting the average cheque by 15%