Prior experience in life-science, drug-discovery, or computational biology environments (R&D workflows, lab integration, LIMS, ELN).
Translate user needs (bench scientists, computational biologists, ML engineers, R&D leaders) into clear, testable user stories, acceptance criteria, and wireframes.