Do you track down their email or just send a message on LinkedIn? How customized are the initial communications (e.g. common elements per type of work or type of company)?
I don't cold email/message strangers, though I have heard that can work. I just contact people I've worked with and ask them about opportunities. Only exception is I do reach out to YC startups.