Benjamin Metka

Angestellt, Computer Vision Engineer, Mobis Parts Europe N.V.
Frankfurt am Main, Germany

Fähigkeiten und Kenntnisse

Machine Learning
Computer Vision
Image Processing
Artificial Intelligence
Unsupervised Learning
Statistical Classification
Regression Analysis
Visual Localization
Visual Navigation
Neural Networks
Augmented Reality
Simulation
C++
Python
Git
OpenCV
scikit-learn
Keras
pandas
NumPy
SciPy
Matplotlib
Maschinelles Lernen
Mustererkennung
Bildverarbeitung
Klassifizierung
Regressionsanalyse
Künstliche Intelligenz
Softwareentwicklung

Werdegang

Berufserfahrung von Benjamin Metka

  • Current 8 years and 1 month, since May 2018

    Computer Vision Engineer

    Mobis Parts Europe N.V.
  • 4 years and 4 months, Oct 2013 - Jan 2018

    Research and Teaching Assistant

    Frankfurt University of Applied Sciences

    supervision of bachelor and master students, led programming exercises in C/C++, occasionally held lectures in C/C++ and machine learning

  • 4 years and 4 months, Oct 2013 - Jan 2018

    PhD Student

    Honda Research Institute Europe GmbH

    visual localization and navigation of a mobile robot using an unsupervised learning method (Slow Feature Analysis), comparison to visual SLAM, robust representations for long-term outdoor localization, unsupervised learning of a mapping from slow feature to metric space for odometry integration, navigation in slow feature space

  • 3 months, Jul 2013 - Sep 2013

    Intern

    Honda Research Institute Europe GmbH

    development of a system for external pose estimation of a mobile robot during autonomous operation based on optical marker detection and pose estimation, visualizations of the recordings (trajectory overlaid on a bird's eye view, heat map)

  • 4 months, Apr 2013 - Jul 2013

    Project Staff

    Frankfurt University of Applied Sciences

    Research in the field of visual localization.

  • 3 years and 5 months, Feb 2010 - Jun 2013

    Augmented Reality Developer

    Freelancer

    Development of interactive Augmented Reality applications using the instant reality framework.

  • 3 years and 5 months, Feb 2010 - Jun 2013

    Web Engineer

    Freelancer

    Development of web applications using the grails framework and WampServer.

  • 4 months, Sep 2009 - Dec 2009

    Intern

    aurea GmbH

    Development of Augmented Reality applications.

Ausbildung von Benjamin Metka

  • 2 years and 9 months, Apr 2017 - Dec 2019

    Neuroinformatics

    Universität Bielefeld

  • 2 years and 7 months, Oct 2010 - Apr 2013

    Intelligent Systems

    Frankfurt University of Applied Sciences

    machine learning, computer vision, robotics, speech recognition/synthesis, human machine interaction, interdisciplinary project

  • 5 years, Oct 2005 - Sep 2010

    Computer Science

    Frankfurt University of Applied Sciences

    programming, software engineering, data bases, computer networks, operating systems

Sprachen

  • German

    C2 (Verhandlungssicher / Muttersprachlich)

  • English

    C1 (Fließend)

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