Networking without feeling pushy - any advice?

I want to talk to people in a new field but I hate cold messages. I have been trying to stay organised about it. I worry about bothering people. Did any turn into leads?

Do not apologise for asking. Most people remember someone who helped them.

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