Dr. Rafael Brune

Angestellt, Senior Sensor Simulation Specialist, NVIDIA

Berlin, Deutschland

Fähigkeiten und Kenntnisse

Machine Learning
Data Analysis
Python
Deep Learning
Statistics
Programming
Data Mining
Assembly Language
Stochastische Modellierung
C/C++
Neuroscience
Algorithms
Git
Artificial intelligence
Optimization
NumPy
Mathematical Modeling
Physics
Data Visualization
Reverse Engineering
Numerical Methods
Simulation

Werdegang

Berufserfahrung von Rafael Brune

  • Bis heute 2 Jahre und 3 Monate, seit Apr. 2022

    Senior Sensor Simulation Specialist

    NVIDIA

  • 7 Monate, Okt. 2021 - Apr. 2022

    Senior Architect

    Automotive Artificial Intelligence GmbH

    • Design, development and implementation of in house raytracing based physically accurate lidar, radar and camera sensor simulation frameworks • Scientific oversight of scenario extraction pipeline and quality analysis

  • 1 Jahr und 7 Monate, Apr. 2020 - Okt. 2021

    Senior Research Scientist - AI

    Automotive Artificial Intelligence GmbH

  • 2 Jahre und 2 Monate, März 2018 - Apr. 2020

    R&D Engineer

    colormass

  • 6 Jahre, Apr. 2012 - März 2018

    Computational Neuroscientist

    Max-Planck-Institut für Experimentelle Medizin

    Transferred machine learning concepts to spiking neural networks. Studied neural processing in the context of speech recognition. Implemented high-performance C simulation algorithms%for spiking neural networks, their integration into python and cluster computing environments. Lectured/tutored python/C programming and modeling courses.

  • 3 Jahre und 9 Monate, Juli 2008 - März 2012

    Researcher / Pre Doctoral Fellow

    Northwestern University

    Modeled and implemented stochastic spatio-temporal simulations of disease outbreaks Analyzed dynamics on complex networks. Studied structures in social networks. Administrated database and cluster computing facilities.

  • 3 Jahre und 1 Monat, Feb. 2005 - Feb. 2008

    Student Assistant

    emlix GmbH

    Maintained cross-compile toolchains and build environments. Validated build systems and developed tools for reproducibility.

Ausbildung von Rafael Brune

  • 4 Jahre und 2 Monate, Nov. 2013 - Dez. 2017

    Physics

    Georg-August Universität Göttingen

    Program for Theoretical and Computational Neurosciences. Thesis title: 'Margin learning in spiking neural networks'.

  • 4 Jahre und 11 Monate, Sep. 2003 - Juli 2008

    Physics

    Georg-August Universität Göttingen

Sprachen

  • Deutsch

    Muttersprache

  • Englisch

    Fließend

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