In August 2020, the current ruling government of the Modern Revolutionary Party (PRM) agreed to choose Estrella as Dominican Republic Senate President.

His father and grandfather were senior military officers, and an uncle was among the conspirators who assassinated Trujillo a group now revered as national heroes.

Estrella returned to the Santiago area and served as president of the Northern Regional Dominican School of Engineers, Architects and Surveyors.

In its management works was awarded to engineers, architects and master builders, without whatever their politics, as remarkable secretary he accomplished many projects such as: He paved hundreds of miles of streets and avenues in the main cities of the national territory, covering every street reconstruction of each of the municipalities in the border region of the country, from Manzanillo to Pedernales.

Always standing by its cleanliness and honesty, being recognized by important figures in the construction sector in the Dominican Republic, such as Diego de Moya who outlines a brief history of how Eduardo Estrella saved money to the country and defended local businesses when he wrote an article entitled "Patriotism is to strengthen RD companies" in the Periodico el Caribe did publish.

Estrella said his mission now is to launch an independent movement that stresses both morality and political activism - both themes of his unsuccessful primary campaign.

The unstated motivation for leaving was his inability to inspire loyalty within the party leadership, combined with his personal distaste for PRSC presidential nominee Amable Aristy Castro.

As presidential candidate Eduardo Estrella and Dominicans for Change Party support their management proposal government in reducing current expenditure, domestic savings, the rejection of tax policy and external debt, creating jobs, promoting small and medium enterprises, promotion of foreign exchange earnings, reducing cost of living and investment in education, health and housing among others.