Wouter de Winter

Wouter de Winter

Utrecht, Utrecht, Netherlands
1K followers 500+ connections

About

Pragmatic and creative data scientist and entrepreneur. Strong technical background but always sharp on optimising business value.

Activity

Experience

  • Elanza Graphic

    Elanza

    Utrecht Area, Netherlands

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    Amsterdam Area, Netherlands

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    Amsterdam Area, Netherlands

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    Utrecht Area, Netherlands

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    Utrecht

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    Utrecht Area, Netherlands

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    Utrecht Area, Netherlands

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    Utrecht Area, Netherlands

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    Utrecht Area, Netherlands

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    Utrecht Area, Netherlands

Education

  •  Graphic

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Licenses & Certifications

Publications

  • Build an Autonomous Sailboat Using Machine Learning

    Medium

    Teaching machine learning in quite an onorthodox fashion: by letting participants turn a full-size sailing yacht into an autonomous sail racing robot.

    See publication
  • Key-point detection in flower images using deep learning

    Hackernoon

    In this article we describe how we used a CNN to estimate the location of key-points in flower images. Key-points such as stem position and flower position are needed to render images on a 3D model.

    See publication
  • Deep Hive: Deep learning live on stage

    Hackernoon

    To create more engagement for my machine learning presentations I developed Deep Hive, a tool to train a deep learning model live on stage.

    See publication
  • Machine learning concepts for business people

    Medium

    In this article you will learn about the basic concepts underlying machine learning. Explained in layman’s terms.

    See publication
  • Identifying Facets in Query-Biased Sets of Blog Posts

    The International Conference on Weblogs and Social Media (ICWSM)

    We investigate the identification of facets of query-biased sets of blog posts. Given a set of blog posts relevant to a topic, we compare several methods for identifying facets of the topic in this set. Building on a clustering of a set of blog posts, we compare several cluster labeling methods, and find that a method that makes use of blog and blog search specific features outperforms other methods. We also present efficiencyimproving feature sets for clustering; our proposed method is fast…

    We investigate the identification of facets of query-biased sets of blog posts. Given a set of blog posts relevant to a topic, we compare several methods for identifying facets of the topic in this set. Building on a clustering of a set of blog posts, we compare several cluster labeling methods, and find that a method that makes use of blog and blog search specific features outperforms other methods. We also present efficiencyimproving feature sets for clustering; our proposed method is fast enough to be deployed online.

    Other authors
    See publication

Honors & Awards

  • Winner HackTheWind Data Science Hackathon

    InnoEnergy

    Jungle AI and Smart Turbine Management [my team] hacked their way to a €7000 prize each on the first ever open wind energy hackathon, held under a deal between industry advocacy body WindEurope and European sustainable energy innovation outfit InnoEnergy. The prizes were awarded during the WindEurope Conference and Exhibition 2017, held from 28 till 30 November at the RAI Amsterdam.

Languages

  • Dutch

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  • English

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