David Kun
Data Scientist
David Kun is an Actuary, Mathematician and Data Scientist with extensive experience developing and bringing analytical solutions into production. As founder and CEO of Functional Analytics, he combines a strong quantitative background with hands-on technology experience and business leadership. Throughout his career, David has worked at the intersection of data science, IT and business, leading projects ranging from actuarial and financial modelling to machine learning and production-grade analytical software. He is particularly interested in bridging the gap between sophisticated analytical models and the technology required to make them reliable, scalable and genuinely useful within organisations. His current focus includes the infrastructure and governance needed to bring modern AI and LLM-based applications into controlled enterprise environments
David Kun
Running AI on your own infrastructure
Curious about what it really takes to run modern AI without depending on external providers? This session takes a practical look at self-hosting Large Language Models and AI-powered applications. We'll discuss the current open-source ecosystem, infrastructure choices such as using a Mac, Spark or AMD, inference performance (and the cost-quality tradeoff), model orchestration, security considerations, and common pitfalls. Rather than focusing on theory or vendor offerings, the session is built around real-world examples—including several applications running on the Infinity platform—to illustrate how these technologies can be deployed and used in production.
Woensdag 10.45 - 11.15 • Lezingenzaal 6
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