My usage is similar but I follow about twice the number of people. To keep things manageable i.e. consume twitter in about 30 minutes/day, I wrote a small chrome extension to rearrange my feed (sort by likes/retweets, give different weights to users and sort the feed/list).

https://chrome.google.com/webstore/detail/hackybird/ddlhmpom...