John Pertoft

Machine Learning Research Engineer at Embark Studios
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SE

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Experience

    • Sweden
    • Computer Games
    • 200 - 300 Employee
    • Machine Learning Research Engineer
      • Dec 2021 - Present

      Stockholm, Stockholm County, Sweden

    • Media Production
    • 1 - 100 Employee
    • Machine Learning Engineer
      • Dec 2020 - Dec 2021

      Stockholm, Stockholm County, Sweden

    • Business Consulting and Services
    • Machine Learning Engineer
      • Dec 2017 - Dec 2020

      Stockholm, Sweden Applied RnD and productionizing of machine learning in the domains of news media and online marketplaces spanning topics like natural language processing, computer vision, recommendation tasks etc.

    • United States
    • Spectator Sports
    • 1 - 100 Employee
    • Machine Learning Engineer
      • Jan 2017 - Dec 2017

      Stockholm Experimenting with automatic generation of levels for Candy Crush Saga. Currently using Variational Autoencoders, Generative Adversarial Networks and different derivatives of these. Also trying evolutionary algorithms like NEAT.

    • Sweden
    • Musicians
    • 1 - 100 Employee
    • Software Engineer
      • Sep 2016 - Nov 2016

      Stockholm, Sweden Project employment, Signal processing (Constant Q Transform) for use in machine learning system for music. Worked with Scala and Python.

    • Sweden
    • Higher Education
    • 700 & Above Employee
    • Research Assistant
      • Jun 2016 - Sep 2016

      Stockholm, Sweden Worked with machine learning models like topic models, convolutional neural networks and technologies like python, tensorflow, numpy, sklearn.

    • Software Developer
      • Jul 2015 - Dec 2015

      Stockholm, Sweden Backend development in NodeJS and SailsJS framework. Backend development in Scala and akka, akka-http frameworks

    • Computer Lab Assistant
      • Feb 2015 - Jun 2015

      Stockholm, Sweden Examined laboratory assignments and assisted students in the course Search Engines and Information Retrieval.

    • Sweden
    • IT Services and IT Consulting
    • Developer
      • Jun 2014 - Mar 2015

      Stockholm, Sweden Backend development in NodeJS and frontend development in AngularJS

Education

  • KTH Royal Institute of Technology
    Master of Science (MS), Computer Science
    2011 - 2016
  • Stockholm University
    Information Technology
    2010 - 2010

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