CV
Götz-Henrik Wiegand
Summary
PhD Student and Research Assistant in DS and NLP @ University St. Gallen (HSG) and Uni-Konstanz
Education
- Computer Science2029-01-01Universität Konstanz
- Computer Science2024-09-01Hochschule Karlsruhe (HKA) / University of Applied Sciences
- Computer Science2022-02-01Hochschule Karlsruhe (HKA) / University of Applied Sciences
- Electrical Engineering and Information Technology2018-09-01Karlsruher Institut für Technologie (KIT)
- 2016-08-01Landesgymnasium für Musik Wernigerode
Work Experience
- Research Assistant2025-01-01 -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 AI2024-06-01 - 2024-07-01esentriReview and documentation of the Master's thesis as well as development of a product POC.
- Master Thesis - Fine-Tuning LLMs for Code Generation2023-12-01 - 2024-06-01esentriMaster 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 Learning2023-11-01 - 2023-12-01esentriWorking student as preparation for master thesis.
- Bachelor Thesis - IT Security2021-09-01 - 2022-02-011&1 Internet Development
- Consulting Services2020-03-01 - 2021-03-01CAS Software AG
- IT-Internship2017-06-01 - 2017-07-01Dell 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 Scientists2025Universität St.Gallen (HSG), 3. Semester BA Computer ScienceRole: Teaching Assistant
- NLP with LLMs2025Universität St.Gallen (HSG), 2. Semester MA Computer ScienceRole: Teaching Assistant