To prepare effectively for UPSC interviews with serving officials, candidates should research the officials' profiles and understand their roles in governance. It's essential to stay updated with current administrative policies and government initiatives. Practicing mock interviews can aid in refining communication skills and articulating thoughts clearly. Familiarity with personal achievements and experiences will help candidates answer questions confidently. Building practical knowledge about civil service responsibilities and societal challenges prepares candidates to engage meaningfully with the interview panel.