Korbinian Randl PhD Student

Contact

Name and title: Korbinian RandlPhD Student

Phone: +468164996

ORCID0000-0002-7938-2747 Länk till annan webbplats.

Workplace: Department of Computer and Systems Sciences Länk till annan webbplats.

Visiting address Nodhuset, Borgarfjordsgatan 12

Postal address Institutionen för data- och systemvetenskap164 25 Kista

Research groups

Data Science Research Group

The Data Science Research Group focuses on core data science research, as well as on applications where data science can provide insights for decision making. We formulate novel data science problems and develop algorithmic methods and methodological workflows.

Natural Language Processing Research Group

The Natural Language Processing Research Group develops, applies and evaluates NLP methods, in particular involving large language models, across various domains. We focus on topics such as privacy, explainability, and domain adaptation.

About me

I am a PhD student in Machine Learning and Natural Language Processing at the Department of Computer and Systems Sciences. I hold a Master’s degree in Artificial Intelligence from Stockholm University and a Master’s degree in Electrical Engineering and Information Technology from the Technical University of Munich. Before pursuing my second Master’s, I worked as an electrical engineer specializing in automation technology.

In my ongoing PhD research, I focus on developing methods to ensure the trustworthiness of Large Language Models such as GPT and Llama. My broader interests include the explainability and interpretability of machine learning predictions, as well as the application of information technology to biology and projects that serve the social good.

I am involved in teaching the following courses:

  • Machine Learning (ML)
    Lecturer & Course Assistant; since spring 2024
  • Introduction to Programming (INTROPROG / MAR-IP)
    Lecturer & Course Assistant; since fall 2024
  • Project management and tools for health informatics (PROHI)
    Lecturer & Course Assistant; since fall 2024

Past courses I have been involved in:

  • Principles and Foundations of Artificial Intelligence (PFAI)
    Administration, Lecturer & Course Assistant; Fall 2023



Contact

Name and title: Korbinian RandlPhD Student

Phone: +468164996

ORCID0000-0002-7938-2747 Länk till annan webbplats.

Workplace: Department of Computer and Systems Sciences Länk till annan webbplats.

Visiting address Nodhuset, Borgarfjordsgatan 12

Postal address Institutionen för data- och systemvetenskap164 25 Kista

Research groups

Data Science Research Group

The Data Science Research Group focuses on core data science research, as well as on applications where data science can provide insights for decision making. We formulate novel data science problems and develop algorithmic methods and methodological workflows.

Natural Language Processing Research Group

The Natural Language Processing Research Group develops, applies and evaluates NLP methods, in particular involving large language models, across various domains. We focus on topics such as privacy, explainability, and domain adaptation.