In the simple past tense it’s “I began.” But in past tenses that use a form of “have,” you say, “I have begun.” So “begun” is the past participle of “began. ...

We can use both present perfect and past simple for things that happened in the past. But if there's a result in the present, we tend to use the present perfect. I've lost my phone.