Okay this is what I was referring to when I asked above regarding project access and seeing the tasks. Could have to do with the permissions because technically you are not part of the project if you do not join it.
Can you try to see all your projects by following the tip shared here Here is how to see all the projects I have access to in one list.
Another options is considering using a tool such as this.