Assistant Commissioner, Inland Revenue Authority Singapore (IRAS) Profile / Bio Profile / Bio Mr. Robin Ng is the Assistant Commissioner of the Compliance Strategy and Insights Division at IRAS. He oversees compliance risk management and drives the use of analytics, artificial intelligence, behavioral insights, and design thinking to transform organisational processes. Concurrently, he is the Chief Data Officer of IRAS, driving data-related strategies covering various data domains such as acquisition, governance, and infrastructure. Materials