You don't need to be root to do this. All you have to do is use dynamic 
port forwarding.

Create a dynamic tunnel in SSH, outgoing to port 8080.
(ssh -l johndoe -ND 8080 example.org)

Then set your browser up for a SOCKS proxy with the address 
localhost:8080.

It's as simple as that.