If you coordinate with the Jungler and your level 1 is good, you can invade early since literally any screwup early punishes Twitch more than most Junglers.
Just before the minions reach each other, you can ward the raptors since he almost always starts red. If you see him passing Raptors, he's ganking mid. If he doesn't, he's ganking a side lane. Twitch can't usually afford to farm level 2 and almost always tries to gank right away, so being smart about wards and not just dropping your trinket next to you in the river does effectively reveal him to your team.
Your Jungler can also just farm Twitch's Jungle all day. Twitch is a hyper active Ganker and spends a lot of the time in the river or otherwise not farming. It opens up a ton of free gold on the map if you just snatch his camps all day while also making it all that much worse for Twitch should he fall behind in any way.