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About Christoph

I support companies in translating the potential of AI and Machine Learning into measurable operational value. My focus is on identifying economically relevant AI use cases, analyzing existing challenges, data and process landscapes and developing robust solutions to improve efficiency, transparency and decision quality. Typical projects range from developing new AI business cases and assessing data readiness to optimizing existing AI systems that do not yet achieve the expected cost or performance improvements.

My primary expertise lies in Data Science & Structuring and the implementation of Machine Learning solutions for industrial applications. I support companies in developing and optimizing computer vision systems for quality inspection, as well as applying Graph Machine Learning and advanced analytics to identify root causes and improve decision-making in production, supply chain and logistics environments.
  • German

    Native or bilingual

  • English

    Fluent

  • Spanish

    Fluent

  • Italian

    Conversational

Can work on-site
Stuttgart (up to 50km), Zürich (up to 50km), Frankfurt am Main (up to 50km), München (up to 50km)

Experience

  • Mercedes Benz AG (DE)
    Engineer
    AUTOMOBILE
    January 2018 - Today (8 years and 6 months)
    71 Sindelfingen, Germany
    Production Planning – Chassis Assembly
    • Applied Graph-based Machine Learning to predict component connection documentation and generate assembly work instructions.
    • Supported manufacturability assessment, equipment planning and product optimization for lean production.
    Graph Machine Learning & Root Cause Analysis for Production, Supply Chain and Logistics Graph Neural Networks Python Computer Vision Docker
  • Mercedes Benz AG (DE)
    Engineer
    AUTOMOBILE
    January 2016 - January 2018 (2 years)
    Production Planning – Chassis Assembly (CLS and E-Class Series Production)
    • Process planning for series production assembly processes.
    • Material zone planning for series production
    Manufacturing Logistics Lean Production Planning
  • Mercedes Benz AG (DE)
    Engineer
    AUTOMOBILE
    January 2014 - January 2016 (2 years)
    Tuscaloosa, AL, USA
    Production and Building Automation Systems – Tuscaloosa and Sindelfingen
    • Standardization of Siemens building automation systems.
    • Release management and third-level server operations.
    • Coordination of software development.
    Siemens Automatisation Linux/Unix Release Management

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Education

  • PhD - Graph Solutions and Computer Vision for Assembly Planning
    Universität Konstanz
    Promotion - Graph Solutions and Computer Vision for Assembly Planning
  • Master of Science
    Technische Universität Berlin
    2013
    Master of Science

Skill set

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