Ferdinand "Ferdie" Viceo Estrella (born September 5, 1979) is a Filipino politician who is currently serving as vice mayor of Baliwag, in office since 2025. Previously, he was a barangay chairman of Poblacion from 2007 until 2016, the ABC President of the municipality from 2010 until 2016, and municipal and city mayor from 2016 to 2025.

Estrella was born on September 5, 1979, in Bulacan, Philippines. He is the son of businesswoman Sonia Viceo and former Mayor Romeo M. Estrella (January 17, 1943 – March 7, 2019), who served as mayor of Baliwag from 2004 to 2013.

Estrella graduated in 2003 from the University of Asia and the Pacific (UA&P) with a degree in Entrepreneurial Management.

Estrella began his political career in 2007 as the Barangay chairman of Poblacion, Baliwag. He served in this role until 2016 and was also the ABC President of the municipality from 2010 to 2016.

In 2016, Estrella was elected mayor of Baliwag, succeeding Carolina Dellosa. He has since been re-elected and continues to serve in this role. During his tenure, he has focused on improving local infrastructure, promoting economic development, and enhancing public services.

Estrella has been affiliated with several political parties throughout his career. He was a member of the NUP from 2012 to 2015, the NPC from 2015 to 2018, and the PDP–Laban from 2018 to 2024. In 2024, he returned to the NUP.

Having served three terms as mayor, he instead ran for vice mayor and won.

On March 17, 2020, Estrella tested positive for COVID-19. He recovered on March 29, 2020.