Rules for writers, Tenth edition - Diana Hacker, Nancy Sommers 2021

Use the objective case for subjects and objects of infinitives
Distinguish between pronouns such as I and me
Grammar

An infinitive is the word to followed by the base form of a verb. (See 49b.) Both subjects and objects of infinitives take the objective case.