Rohaan N. Actors are underrated here. If you're scraping LinkedIn or any paginated source, they handle scale way better than standard scrapers and help close the data gaps you're running into.
On personalization: tokenize your highest-leverage variables. Figure out the 2-3 signals that actually move the needle for your ICP and build around those. Everything else is noise.