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Fernandinho began his professional football career with Atlético Paranaense, a Brazilian club based in Curitiba. He joined the club's youth academy at a young age and made his senior debut in 2002. During his time with Atlético Paranaense, Fernandinho established himself as a promising defensive midfielder, showcasing his tackling abilities, passing range, and leadership qualities.