Rodel van Rooijen
I speak & write about my experiences in the world of data & AI. This comes from the perspective of having worked across data science, data engineering and ML engineering in start-ups, scale-ups and enterprises.
Session
Ever wondered how to use GenAI to enable self-service analytics through prompting? In this talk, I will share my experience of building a multi-tenant conversational analytics set-up that is built into a Software-as-a-Service (SaaS) platform. This talk is intended for AI engineers, data scientists, software engineers and anyone interested in using GenAI to power conversational analytics using open-source tools.
I will discuss the challenges faced in designing and implementing, as well as the lessons learned along the way. We'll answer questions such as, why offer analytics through prompting? Why multi-tenancy and makes it so difficult? How to build it into an existing product? What makes open-source the preferred choice over proprietary solutions? What could the implications be for the analytics field?