Yes, it's entirely practical. I do it all the time, on hand-cut double-sided boards (for small-scale prototyping), and on fabbed circuit boards from JLCPCB and other shops. Any reasonably powerful iron will work, you need to heat up a lot of metal. Liquid flux seems to help, but as long as the surfaces are bright regular cored solder also works well.