Is it acceptable to omit "I" when it's the subject? [duplicate]
Languages in which omitting the subject is gramatically correct are called null-subject languages. English isn't one of them.
The linked Wikipedia article does mention the dropping of a subject in some sentences, but says that this is a colloquialism.