School of Computing

certifies that

NG WAN QING GERMAINE

has been awarded the certificate of outstanding performance in

Data Management and Visualisation

and is placed among the top students in a class of 318 students

for AY2024/2025 Semester 2

7 July 2025

Assoc. Prof. Kan Min Yen

Date

Vice Dean, Undergraduate Studies