To effectively prepare for the interview with UPSC board members, candidates should first understand the expected question formats, focusing on current affairs and personal background. Practicing with peers or mentors can enhance their confidence. Candidates should formulate clear, structured responses that reflect their knowledge and analytical thinking. It’s also crucial to develop strong communication skills, maintain a composed demeanor, and show a genuine interest in public service, which are vital for leaving a positive impression.