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Daniel Lins, PhD, currently serves as Technical Director and Data Science Manager at ITRIAD Pesquisa e Desenvolvimento, where responsibilities include leading Machine Learning teams and managing projects centered on Industry 4.0, Robotics, and IoT. Previous experience includes positions as a Professor at FUCAPI, CTO at SkyMarket, and Researcher at Universidade de São Paulo, focusing on data management and biodiversity informatics. Daniel has also contributed as a Spatial Data Manager for UNEP, a Data Management Consultant for Funbio, and a Technology Consultant for GIZ and Grupo DB. Daniel holds a PhD in Computer Engineering with a focus on Data Management from USP, alongside an MSc in Distributed Systems and a Bachelor's degree in Computer Science.