Yes! He did change his entire look up for the show. If he had his shaggy blonde hair you'd probably have recognized him right away. He was a hard sell on the show since he didn't watch most of Marvel, but the showrunner wanted him and Tom gave him a "Loki School" rundown of the character so he liked it a lot.