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Frederico Ribeiro is a seasoned scientist with a strong background in biomedical engineering, currently employed at Sagentia since October 2017. Prior experience includes a role as a Data Analysis and Algorithms Engineer at Sphere Medical, where significant contributions were made to the Proxima Blood Gas Analyser project through the development of sensor algorithms and machine learning techniques to enhance sensor reliability. Earlier positions include Junior Manager at KCSiT, where market surveys and IT contract negotiations were conducted, and Research Engineer roles at Instituto Superior Técnico, focusing on bone tissue engineering and biomechanical modeling. Frederico Ribeiro holds a Ph.D. and an MSc in Biomedical/Medical Engineering from Instituto Superior Técnico, complemented by a Baccalauréat in Sciences from Lycée Français Charles Lepierre.