Compliance
UBS Seeds Singapore University's AML Research Programme

The banking group is supporting a programme that explores how to use AI and machine learning to battle against illicit money.
UBS is working with
Nanyang Technological University of Singapore over how
artificial intelligence and machine learning can be used to fight
money laundering, a topic that continues to be front-page news in
Asia and around the world.
The Swiss bank has provided seed money to support the research
project, it said last Friday.
The project is supported by the Monetary Authority of Singapore’s
Artificial Intelligence and Data Analytics Grant under the
Financial Sector Development Fund. It attempts to develop ways to
map the links between money laundering and the variable factors
around potential perpetrators and their transactions.
Anti-money laundering remains a top concern for private banks, as
the recent international scandal centred in Malaysia around the
country's
1MDB fund demonstrates.
The NTU team is made up of experts from its Wealth Management
Institute (WMI), School of Computer Science and Engineering
(SCSE) and Data Science and Artificial Intelligence Research
Centre.
The stakes are high at a time when the region’s wealth management
industry is projected to have a record $42 trillion worth of high
net worth individuals by 2025 (Capgemini’s 2018 Asia-Pacific
Wealth Report).
In conjunction with the scientific research, WMI will organise
forums and dialogues from the third quarter of 2019 to share the
research findings in stages.
A panel and working committee, comprising industry leaders and
experts from financial institutions and regulators will provide
strategic guidance to the project. They include:
-- Mabel Ha, managing director and regional head of Financial
Crime Prevention APAC, Compliance & Operational Risk
Control of UBS AG (expert panel chair);
-- Andrew Barker, director, APAC Lead, Systems & Innovation,
Financial Crime Prevention of UBS AG;
-- Eric Ang, head of compliance Analytics & Insights, Group
Compliance of UOB Limited;
-- Harsh Narula, group head, Platform, Analytics & Surveillance
Operations, Legal & Compliance of DBS Bank;
-- Ian Wong, deputy director, Financial Investigation Group of
the Commercial Affairs Department;
-- Lam Chee Kin, managing director and head, group legal,
Compliance & Secretariat of DBS Bank;
-- Dr Li Xuchun, deputy director & head, Supervisory Technology
Office, Data Analytics Group of MAS; and
-- Loretta Yuen, general counsel, Group Legal & Regulatory
Compliance of OCBC Bank.