Can anyone be an interpreter

Not necessarily. To be an effective interpreter, one needs advanced language skills in at least two languages, cultural understanding, subject matter expertise, and training in interpretation techniques. Additionally, interpreters often need certification or formal education depending on the setting or specialization.