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Artiom TroyanovskyAT

Artiom Troyanovsky

Data Science & Machine Learning Specialist

€ 760/dag
Rotterdam, NL
3-7 jaar

Gemiddelde responstijd: 1 uur

Over Artiom

A Senior Data Science and Machine Learning Specialist with deep expertise in MLOps, passionate about building and deploying scalable machine learning solutions that solve tangible operational challenges. I have a proven track record of managing the entire ML lifecycle, from initial analysis and model development to final deployment on robust MLOps platforms (AWS, GCP). By automating processes with CI/CD pipelines, I enable data science teams to deliver value effortlessly. I am a strong communicator, adept at translating complex technical insights into strategic recommendations for senior leadership, and I am committed to mentoring team members to foster collective growth.
  • Nederlands

    Tweetalig / moedertaal

  • Engels

    Vloeiend

  • Russisch

    Vloeiend

Kan op locatie werken
Rotterdam (tot 50km)

Werkervaring

  • Thoughtworks
    Senior Machine Learning Engineer
    april 2023 - Vandaag (3 jaren en 2 maanden)
    Amsterdam, Netherlands
    As a consultant, I have worked on multiple projects>

    • Developed a scalable (Gen)AI and data platform on AWS, utilizing IaC principles for modular and testable components. Implemented MLOps best practices and provided technical leadership and coaching to data science teams, focusing on model governance, lineage, and seamless integration.
    • Engineered and deployed an end-to-end dynamic pricing system, from model development (Bayesian time series, contextual bandits) to production, ensuring system reliability for real-time price optimization and revenue increase.
    • Designed and implemented an end-to-end recommender system, including data pipelines and deployment via FastAPI on a Kubernetes platform.
    • Conducted an in-depth MLOps assessment to analyze the reliability and efficiency of the ML platform. Developed a strategic roadmap for the platform's further development, including recommendations for CI/CD, monitoring, and governance.
    MLOps Data science LLMs Machine learning AWS
  • Nielsen
    Associate Data Scientist
    januari 2021 - maart 2022 (1 jaar en 2 maanden)
    Rotterdam, Netherlands
    • Worked on a product to model and optimise clients' media campaign spend using Bayesian methods in numpyro. Developed a new Bayesian methodology for the product.

    Data visualisation Data science Machine learning Python Data Pipelines
  • Deloitte
    Graduate Intern - Data Science
    mei 2019 - november 2019 (6 maanden)
    Developed an econometric model to segment online customers for value, and predict browsing behaviour on the website for a major international provider of car leasing services.

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Opleidingen

  • Master's degree in Econometrics
    Erasmus University Rotterdam
    2020
  • Bachelor's degree in Econometrics
    Erasmus University Rotterdam
    2017
    Bachelor's Degree

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