Axel Perschmann

Senior Data Scientist / Lead Developer AutoCrane at PSIORI
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Contact Information
us****@****om
(386) 825-5501
Location
Greater Freiburg Area, DE
Languages
  • Englisch Full professional proficiency
  • Deutsch Native or bilingual proficiency

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Bio

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Experience

    • Germany
    • Software Development
    • 1 - 100 Employee
    • Senior Data Scientist / Lead Developer AutoCrane
      • Aug 2020 - Present

      Building level 3 autonomy for, among others, europas largest timber loading crane using cameras, laser scanners and internal sensors. Unloading train waggons, trucks and feeding a conveyor belt for further processing or stacking of timber up to 12 m high for intermediate storage.

    • Senior Data Scientist
      • Oct 2019 - Aug 2020

    • Data Scientist
      • Feb 2019 - Sep 2019

      www.psiori.com

    • Data Scientist
      • Aug 2017 - Dec 2018

      Prevedex provides Artificial Intelligence driven systematic trading strategies that trade across multiple asset classes and time horizons. Our customers are hedge funds and asset management firms who use our highly specialized Machine Learning technology to turn data into alpha. In my role as a Data Scientist at Prevedex, I delve into various datasets and machine learning techniques to steadily improve our algorithms performances. Furthermore I ensure the reliability and scalability of our Kubernetes Cluster infrastructure for our services to run on. Artificial Intelligence for Quantitative Trading - Separating Alpha from the Noise www.prevedex.com Show less

    • Germany
    • Software Development
    • 1 - 100 Employee
    • Junior Data Scientist
      • Nov 2015 - Jul 2017

      www.psiori.com Machine learning on financial data. Masterthesis: "A forward oriented reinforcement learning approach to the problem of optimized trade execution." www.psiori.com Machine learning on financial data. Masterthesis: "A forward oriented reinforcement learning approach to the problem of optimized trade execution."

    • France
    • IT Services and IT Consulting
    • 700 & Above Employee
    • Bachelorthesis
      • Oct 2013 - Jan 2014

      "Konzeption und Implementierung einer Toolbox zur automatischen Erstellung von Integrationstests aus UML Modellen über ein Java API" "Konzeption und Implementierung einer Toolbox zur automatischen Erstellung von Integrationstests aus UML Modellen über ein Java API"

    • Germany
    • Telecommunications
    • 1 - 100 Employee
    • Software Engineering Internship
      • Mar 2013 - Aug 2013

      Implementation of a GRE-Tunnel configuration modul. Other topics: Networking, Linux, Test Driven Development, C Implementation of a GRE-Tunnel configuration modul. Other topics: Networking, Linux, Test Driven Development, C

Education

  • Albert-Ludwigs-Universität Freiburg im Breisgau
    Master of Science (M.S.), Computer Science
    2014 - 2017
  • Fachhochschule Stuttgart - Hochschule der Medien
    Bachelor of Science (B.S.), Medieninformatik
    2011 - 2014
  • Johannes Keppler Gymnasium
    Abitur
    2001 - 2008

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