How Do I Configure Proxy Server Settings in Chrome Correctly? or What’s the Best Way to Change Proxy

Pro tip: Clear Chrome’s cache before changing proxy server settings chrome. Weirdly, that fixed it for me.

Also, if you’re on Mac, Chrome uses system proxies by default, so check your Network preferences too.