Cold messages to people in my field, do they work? - 16 weeks in

I want to talk to people in a new field but I hate cold messages. I worked as a teaching assistant before this. I worry about bothering people. What did you ask?

Follow up with a thank-you and a short update. One of my chats led to a referral a month later.