In 1970, Mayor Walter E. Washington hired Rosario to head the newly formed Spanish Community Advisory Committee which was later named the Office of Latino Affairs.
Carlos Rosario married Carmin Maria Rosario of Washington and had three sons: Carlos M. Rosario Jr., Jose Rosario, and Reinaldo Rosario; and two daughters, Leticia Rosario and Vilma Tirado.