I’ve had several timelines in mind where Hakuba does discover who Conan is (indeed, this Hakuba’s ‘official’ storyline will include knowing the truth behind Conan at some point), and often teams up with Haibara to work on the antidote. He being a scientist and all, himself…  not to the level of Shiho, of course, but he definitely has good resources available and makes a fantastic assistant.