Morgana Lalli
With a master's degree in Biomedical Engineering from Politecnico di Torino and a 2nd-level master's in Sports Engineering, I joined Deltatre's Innovation Lab in 2019, an R&D team focused on areas ranging from computer vision to ML and NLP. As a Data Scientist, my expertise lies in handling diverse data formats and pioneering exploratory analysis techniques. Recently, within the Innovation Lab, my focus includes collaborating on the exploration of RAG-based solutions to enhance our NLP capabilities.
Data Scientist
Your company –Deltatre
Session
Let’s explore our journey to bring an enterprise assistant into production, addressing the real-world complexities of development and deployment, sharing our experience with security, advanced ETL integrations, automation, and frontend/backend customizations. From a prototype based on Azure OpenAI Chat Playground (aka Bring-Your-Own-Data), we’ll walk you through how we moved to a custom architecture, optimized to meet specific user and business needs, using Microsoft technologies, including Azure AI Search, Semantic Kernel, and Kernel Memory.