Patricia Rodrigues is currently the Data Scientist responsible for Avlino’s real-time AI product to leverage AI into production in several industries, being the creator of the product definition and developer. Prior to that, Patricia worked at Feedzai as Data Scientist on financial fraud use-cases, directly working in e-commerce production projects and in the research team - creator of one research project that led to a patent. For the past 4 years, Patricia has been applying machine learning, data processing and productionizing use-cases inside the domains of financial fraud, ports, telecom and life science more specifically for streaming environments. Patricia has a Master Degree in Bioengineering with specialization in Biomedical Engineering from Faculdade de Engenharia da Universidade do Porto. In her career she applied engineering principles learned on biomedical use-cases to a wider range of domains, which increased the learning spectrum of technologies and her interest in learning to solve challenges found.