Yes, anon. Grab yourself an angle-grinder and a wirebrush head from any DIY store.
If you're determined to save yourself money, buy sand paper of 240 grit and above and scrub by hand. Increase the grit-grade until you have your intended polished finish.
Remember to oil the metal once you've finished with a metal lubricant and not your Mum's from her night stand.