Start by compiling specific details like full names, schools, and past locations to refine your search. Use search engines with quotation marks around names and add geographic or professional keywords to narrow results. Check social media platforms and alumni networks, as these often host profiles for former classmates and friends. If online methods fail, reach out to mutual acquaintances or contact the school’s alumni association for assistance.