Ayub's performance in the interview was below expectations. His responses lacked depth and clarity, often failing to align with the benchmark responses. He struggled to provide detailed examples or demonstrate a comprehensive understanding of the skills required for the role. His communication was often unclear, and he frequently failed to address the questions directly. Overall, Ayub's responses did not showcase the necessary expertise or experience for the MIS Analyst position. Recommendation