CV

Götz-Henrik Wiegand

goetz.henrik.wiegand@gmail.com
St. Gallen, St. Gallen, CH

Summary

PhD Student and Research Assistant in DS and NLP @ University St. Gallen (HSG) and Uni-Konstanz

Education

  • Computer Science
    2029-01-01
    Universität Konstanz
  • Computer Science
    2024-09-01
    Hochschule Karlsruhe (HKA) / University of Applied Sciences
  • Computer Science
    2022-02-01
    Hochschule Karlsruhe (HKA) / University of Applied Sciences
  • Electrical Engineering and Information Technology
    2018-09-01
    Karlsruher Institut für Technologie (KIT)
  • 2016-08-01
    Landesgymnasium für Musik Wernigerode

Work Experience

  • Research Assistant
    2025-01-01 -
    Universität St.Gallen (HSG)
    Full-Time Research Assistant and PhD candidate. Research: Part of the DS-NLP Lab, researching Transformer Architecture and Pre-training/Foundation Models. Teaching Assistant: Statistics for Data Scientists (BA CS), NLP with LLMs (MA CS).
  • Working Student - Data and AI
    2024-06-01 - 2024-07-01
    esentri
    Review and documentation of the Master's thesis as well as development of a product POC.
  • Master Thesis - Fine-Tuning LLMs for Code Generation
    2023-12-01 - 2024-06-01
    esentri
    Master Thesis: "Fine-tuning of large-language models on a single GPU for a specific code syntax." Development of a code assistant for Esentri's proprietary Domain-Driven Design Framework.
  • Data Science and Machine Learning
    2023-11-01 - 2023-12-01
    esentri
    Working student as preparation for master thesis.
  • Bachelor Thesis - IT Security
    2021-09-01 - 2022-02-01
    1&1 Internet Development
  • Consulting Services
    2020-03-01 - 2021-03-01
    CAS Software AG
  • IT-Internship
    2017-06-01 - 2017-07-01
    Dell Technologies

Skills

Python (Programming Language)

    Model Training

      Applied Machine Learning

        Publications

        • A Convexity-dependent Two-Phase Training Algorithm for Deep Neural Networks
        • Leveraging Generative AI for Enhancing Domain-Driven Software Design

        Teaching

        • Statistics for Data Scientists
          2025
          Universität St.Gallen (HSG), 3. Semester BA Computer Science
          Role: Teaching Assistant
        • NLP with LLMs
          2025
          Universität St.Gallen (HSG), 2. Semester MA Computer Science
          Role: Teaching Assistant