This report outlines how financial institutions in Nepal can strengthen AML name screening by aligning with FIU-Nepal regulations and applying global best practices. It covers risk-based thresholds, fuzzy matching, PEP screening, and local adverse media integration, offering a practical guide to reduce false positives and improve detection efficiency.