How to query media in UsersPermissionsMe in graphQL

So I actually tried your code and it works for me. Exactly the code you shared without changing anything other than the name of the fields. Maybe you had a typo with your media name?

{
  "data": {
    "me": {
      "id": "2",
      "email": "pasd@asd.com",
      "firstName": "asd",
      "lastName": "wqe",
      "picture": {
        "data": {
          "id": "2",
          "attributes": {
            "url": "/uploads/Harry_1_e3a9ddd11c.jpg"
          }
        }
      }
    }
  }
}