Is there a way to get tweets of users who i am following using Account Activity API? Or there is any way to get tweets of specific users?
Yes, absolutely! If your account is subscribed to the AA API then you should see Tweets mentioning you on the webhook. If you are interested in Tweets from specific users then use the timelines API.