In 2019 Patricia tried to qualify for the Olympic Games in Tokyo 2020 under supervision of her trainer Yvonne Losos de Muñiz and competed at several international competitions in Europe, including Denmark, the Netherlands, Austria and Spain.[4] Patricia qualified Venezuela as first reserve country from Group D & E (North America, Central and South America) following the FEI regulations for the Olympic Games.[5]
Ferrando competed at the 2024 Olympic Games in Paris, becoming the first Venezuelan dressage athlete at the Olympics.[6]