About me

I am a Senior Solutions Architect at Amazon Web Services (AWS) in Vienna, Austria, where I design and implement cloud-based solutions with a focus on Machine Learning Operations (MLOps), DevOps, and Generative AI. I am a regular contributor to the AWS Machine Learning Blog, an open-source contributor to projects like MLflow and the Amazon SageMaker SDK, a public speaker at AWS Summits, Cloud Days, meetups, and conferences across Europe, and an external lecturer at TU Wien where I teach the AI and Generative AI module.

My current interests gravitate towards Agentic AI — the emerging paradigm where AI systems can autonomously reason, plan, and take actions to accomplish complex goals. I am fascinated by how foundation models, combined with tool use and orchestration frameworks, are reshaping the way we build intelligent applications. I believe this shift will fundamentally change how we approach software engineering and cloud architecture in the years to come.

Before joining AWS in 2020, I spent four years at RadarServices in Vienna, where I progressed from Software Developer to Development Team Leader to Software Engineer & Architect, working on cloud-based IT security monitoring products. Earlier in my career, I was a Postdoctoral Researcher and Data Analyst at Trinity College Dublin, where I also earned my Ph.D. in Electronic & Electrical Engineering.

My academic work has been published in IEEE Transactions on Computers, IEEE Transactions on Big Data, IEEE/ACM Transactions on Networking, and IEEE Transactions on Cognitive Communications and Networking, among other venues.