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Rita Pinto is a Technical/Functional Lead Data Engineer at Apgar Consulting, specializing in master data management (MDM) solution development with a strong focus on requirements analysis, solution design, and client support. Rita has also served as a Presales Engineer, enhancing MDM sales solutions and providing technical documentation. Additionally, Rita is active as an Editorial Board Member for Smart Science Journal and has held various research and consultancy roles, including as a Junior Knowledge Manager at Altran and an Analyst at Deloitte Portugal. Rita holds a PhD in Electrical and Computer Engineering, along with a Master's and Bachelor's degree in the same field and Bioengineering, respectively, from Universidade da Beira Interior.