Steffen Klug

CV

Steffen Klug — Cloud Architect

PhD physicist with many years of experience building hybrid AI platform architectures in industrial settings. Focus areas: cloud-native data and ML systems, semantic data analysis, and the industrialisation of production analytics solutions.

Since 09/2015 · Robert Bosch GmbH, Automotive Electronics

IT Systems Architect

Reutlingen, Germany

Building and developing an AI platform architecture based on hybrid/public cloud solutions in an industrial and manufacturing-oriented context.

  • Developed modern AI systems incorporating semantic data (explainable/interpretable AI and knowledge graphs).
  • Optimised manufacturing processes for cost reduction and quality improvement through data-driven analytics solutions.
  • Digitised, standardised and harmonised cross-value-stream data to build and improve AI models.
  • Industrialised and automated production analytics solutions, including design, implementation and deployment.
  • Cross-functional teamwork to develop AI and Industry 4.0 solutions with development sites and plants in Europe, North America and Asia.
  • Azure
  • Kubernetes
  • Knowledge Graphs
  • Analytics

09/2013 — 08/2015 · Universität Leiden

Postdoc

Netherlands

Modelling and computation of non-linear partial differential equations.

  • Simulated transport and thermodynamic properties of strongly correlated electronic materials.
  • Physics
  • Simulation
  • HPC

05/2010 — 08/2013 · Max-Planck-Institut für Physik

Research Associate

Munich, Germany

Fundamental research on novel quantum materials and development of numerical and geometric optimisers.

  • Fundamental research on novel quantum materials.
  • Developed numerical and geometric optimisers.
  • Research
  • Numerics
  • Optimisation

Skills

What I work with.

  • Languages

    • Deutsch (Muttersprache)
    • Englisch (verhandlungssicher)
    • Latein (Latinum)

  • Programming languages

    • Scala
    • Julia
    • Python
    • Rust
    • LISP/Clojure
    • C
    • FORTRAN

  • Scripting languages

    • bash/zsh
    • SQL
    • SPARQL
    • RDF
    • OWL
    • LaTeX

  • Frameworks

    • Hadoop Ecosystem
    • Kubernetes
    • Spark
    • Microsoft Azure
    • Keras
    • Tensorflow

  • Concepts

    • Agile Code Development
    • Cloud Computing
    • Differential Programming
    • Ontologies & Knowledge Graphs
    • Parallel/Scientific Computing

  • Systems

    • Unix/Linux
    • macOS

  • Tools

    • sbt
    • git
    • (auto)make
    • docker
    • tmux

  • Applications

    • Mathematica
    • Emacs
    • VSCode
    • Gnuplot
    • Inkscape
    • Microsoft Office