Danielle is promoting the adoption of responsible AI and data analytics in the financial sector, at the Monetary Authority of Singapore (MAS). Her career vision is to transform the financial industry by the power of data and technology. Upon graduation with double honours degrees in quantitative finance and business administration from National University of Singapore, Danielle started her career as a quant, building risk management systems for banks and asset management companies. In 2015, she built a quantitative investment strategy of ETF portfolios for one of the pioneering robo-advisors in Singapore. She joined MAS in 2017 to start a couple of supervisory technology projects such as capturing stock market manipulation using machine learning. Danielle is now leading the NovA! initiative that applies AI in the ESG spaces to accelerate the progress towards a net zero economy.
Plenary Stage
Invite-Only
Introduction of NovA! and the Team Behind the National AI Utility
- What inspired the inception and convergence of different parties for the creation of the National AI Utility?
Challenges and Solutions
~- What have been the most significant technological or operational hurdles faced while developing the AI Utility, and how were they overcome?
- What steps are being taken to ensure that the industry, government agencies, and the public sector remain synergized in their sustainability goals?
Benchmarking Sustainability Targets
- To what international or industry-specific standards are the sustainability targets benchmarked?
- How does NovA! ensure the transparency and interpretability of its AI models, especially when analyzing complex sustainability metrics?
- What kind of data is the AI model trained on, and how often is it updated to reflect real-time sustainability trends?
Public-Private Collaboration for Sustainability
- How has the collaboration between public and private entities influenced the development and functionality of NovA!?
Future of the Collaboration
- How will this collaboration influence the future strategy and focus areas for both the public and private sectors involved?
The Festival
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