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Noel SchwabenlandNS

Average response time: 1 hour

About Noel

I am a Python-focused Data & AI consultant with experience in designing and implementing practical, data-driven solutions for complex technical and business challenges.

I currently work as a Data Science Consultant at KPMG AG, where I support clients in building reliable Python-based systems for analysis, automation, and decision support. My work typically involves structuring problems from first principles, developing maintainable solutions, and validating technical approaches through functional prototypes before scaling.

Alongside my consulting work, I am a Master’s student in Physics, which provides a rigorous analytical foundation and a disciplined approach to modeling, abstraction, and quantitative reasoning. This background is particularly valuable in projects that involve non-trivial data processing, algorithmic logic, or mathematically grounded system design.

In addition, I have contributed to automated AI workflows in scientific research, including pipeline development in the context of drug discovery at Saarland University, and I have experience working across the stack on technical systems that combine backend logic with user-facing components.

I typically engage in projects where ideas need to be clarified, tested, and turned into working technical solutions within a short timeframe. My focus is on clear communication, fast iteration, and delivering results that can be evaluated and extended with confidence.
  • English

    Native or bilingual

  • German

    Native or bilingual

  • French

    Basic

Can work on-site
Saarbrücken (up to 50km), Frankfurt am Main (up to 50km), Berlin (up to 50km)

Experience

  • KPMG AG
    Data Science Consultant
    CONSULTING AND AUDITS
    February 2025 - Today (1 year and 5 months)
    Saarbrücken, Germany
    Alongside my Master's degree in physics, I work as a consultant in the Data & AI unit at KPMG AG. I support interdisciplinary teams in designing and developing data-driven solutions for clients across various industries. My responsibilities include:
    • Contributing to the development of machine-learning pipelines and analytical software tools
    • Conducting exploratory and statistical data analysis for large and heterogeneous datasets
    • Supporting research-oriented client projects requiring reproducible methodology and rigorous evaluation
    Business Process Optimization Python Automation AI & LLM Prototyping Stakeholder Communication Consulting
  • Saarland University
    Research Assistant - AI Pipeline Automation in Drug Development
    PHARMACEUTICALS INDUSTRY
    December 2024 - February 2025 (2 months)
    Saarbrücken, Germany
    Towards the end of my Bachelor's studies, I worked as a research assistant in computational drug discovery. I contributed to the development and evaluation of data-driven algorithms for free energy calculations and assisted in generating pipelines for subsequent ML-based analysis. My work included supporting transformer-based ligand embeddings, running computational workflows on HPC clusters, and validating model performance against experimental reference data.
    Technical Consulting & Solution Design AI & LLM Prototyping Problem Solving Rapid Proof-of-Concept Development
  • Kuppinger Cole Analysts AG
    Frontend Developer
    DIGITAL AND IT
    September 2021 - August 2024 (2 years and 11 months)
    Wiesbaden, Germany
    At Kuppinger Cole Analysts AG, I supported the team in the development of internal IT systems with a strong focus on modular and efficient frontend architectures. The role strengthened my software engineering skills, which I apply regularly in scientific programming.
    • Developing internal tools with frameworks such as AstroJs and VueJs
    • Enhancing maintainability and reliability of existing applications
    Rapid Proof-of-Concept Development Technical Consulting & Solution Design Time and Scope Management

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Education

  • Bachelor of Science (Physics)
    Saarland University
    2024
    Top 5% of class.

Skill set

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