The clause modifier in the parentheses is a relative clause.
A relative clause goes after the noun you are modifying and acts as an adjective. Relative pronouns start with who, whom, where, etc.
Since a relative clause goes after the noun you are modifying the sentence is :
The woman who is holding an umbrella is my teacher.
