Around 1920 my great-grandfather, I am told, built a 1w radio transmitter in his basement in San Francisco, with an aerial running up the outside of the chimney. I've no idea what frequencies he used, but he regularly spoke with fellow enthusiasts in Europe and New Zealand - several of them came to visit, when my grandfather was a child. By 1930 there was enough interference that was no longer possible with such a low-power set.
This is one of those engineering projects that can be often recognized as one which very few engineers would be capable of accomplishing.
In reality it's much more impressive since it's actually a project for which almost no engineers were qualified for.