"Like" is generally used as a preposition to compare nouns or pronouns (e.g., "She sings like a bird"). "As" is generally used as a conjunction to introduce a clause or to compare two clauses (e.g., "She sings as a professional singer would"). Since "a professional opera singer" is a noun phrase, "like" is the correct choice here for comparison.