Your AI, Your Way

In this podcast, we examine AI infrastructure from an enterprise perspective. Guests with backgrounds in enterprise IT, cloud architecture, security, finance, and education join MDCS.ai in the Cisco podcast studio to share practical experience and informed viewpoints.

Each episode addresses the questions that arise once AI initiatives move beyond experimentation and into production.

How do you design infrastructure that truly scales?
What happens to cost, performance, and control as AI workloads grow?
How do organizations balance speed, security, data sovereignty, and long-term ownership?

Rather than focusing on trends or product promotion, the discussions are grounded in real-world challenges—covering architectural choices, operating models, governance, accountability, and the trade-offs organizations must navigate when building or scaling AI environments.

Your AI, Your Way is intended for AI leaders and practitioners responsible for delivering AI in practice, not just in theory.

Guest

Nick Brummans

Nick is a machine learning engineer of the Supercomputing Center at the Eindhoven University of Technology (TU/e). In his current role he is helping researchers onboard and/or optimize their AI workload on high performance computing infrastructure at the Eindhoven University of Technology (TU/e).

The Supercomputing Center at the TU/e helps engineers, students and scientists with application optimization and to pick the best-fit infrastructure to solve their questions. The aim is to broaden and deepen the use of HPC to advance science & engineering and to strengthen the HPC community.

Key technologies: Supercomputing, HPC, AI, Quantum

https://www.linkedin.com/in/nick-brummans-5a308830a/

Guest appearance on:

AI Center of Excellence