Talks

LLM Hosting for Enterprises: Fast, Cost-Efficient, and Privacy-Compliant

Webinar | Online | Oct 23, 2024

In this webinar, I provided a comprehensive overview of the various LLM hosting options, from managed APIs to cloud-based and serverless solutions, as well as on-premises options. We discussed the differences, pros, and cons of each approach and offered practical recommendations to help you find the ideal hosting solution for your enterprise. Whether cost, performance, or data privacy is your priority, this webinar will assist you in making an informed decision.

LinkedIn Post LinkedIn Post Insight LinkedIn Post Insight #2

Me, Myself & AI

e-fellows.net Career Evening IT | Online | Oct 17, 2024

The keynote, targeted at young professionals in the field of AI, focused on the latest advancements in the field of artificial intelligence, as well as achievements, current challenges, and future developments. It also provided advice on what individuals could do to thrive in a world shaped by AI.

e-fellows Programm LinkedIn Post Slides

Build Your own LLMs: Customization and Hosting of AI Models

IT After Work | Pforzheim, Germany | Dec 6, 2023

In this talk, I discussed the customization and hosting of Large Language Models (LLMs) in the business context. The presentation highlighted strategies for personalization of LLMs, including retrieval-augmented generation and fine-tuning.

LinkedIn Post XPACE Blog Post Slides (German)

Evaluating Large Language Models and Prompt Variants on the Task of Detecting Cease and Desist Violations in German Online Product Descriptions

DataMod 2023 | Eindhoven, Netherlands | Nov 6, 2023

As part of the KIVEDU project, this talk demonstrated the results of our research on the evaluation of Large Language Models (LLMs) and prompt variants on the task of detecting cease and desist violations.

LinkedIn Post Program

Using Large Language Models for the Enforcement of Consumer Rights in Germany

Eurosymposium 2023 | Sopot, Poland (Virtual) | Sep 28, 2023

This talk showed the results of our research on the use of Large Language Models (LLMs) for the enforcement of consumer rights in Germany. The presentation highlighted the importance of LLMs for the automation of legal processes and discussed the challenges of using LLMs in the legal domain.

LinkedIn Post Program

Robustness Analysis of Machine Learning Models using Domain-Specific Test Data Perturbation

EPIA 2023 | Azores, Portugal | Sep 8, 2023

In this talk, I presented our research on robustness testing machine learning models in the image, audio and text domain. The presentation highlighted the importance of domain-specific test data perturbation for the evaluation of robustness.

LinkedIn Post Program