AI-driven and Data-driven Financial Management and Analytics

Interdisciplinary and Cutting-edge FinTech Projects


AI- and Data-driven Financial Management and Analytics is a collective of FinTech projects started from 2016 by leading research groups from National University of Singapore.

The objective is to design and implement various algorithms and systems for facilitating better finance applications in digital banking.

The featured projects include:

  • Secure, immutable, and verifiable storage
  • Federated learning and analytics with privacy protection
  • Investment and risk management
  • Fraud detection

Featured Projects

Spitz

Spitz is a verifiable database system, which targets on businesses involving mutually distrustful or malicious parties. Spitz protects …

Falcon

Project Falcon (A Federated Learning Platform with Privacy Protection): Falcon is designed for federated learning with privacy …

Raptor

Raptor is a research project for mining diverse alphas in stock markets. Alphas are stock prediction models capturing trading signals …
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Ooi Beng Chin

Distinguished Professor, Computer Science, School of Computing

National University of Singapore

Lead Principal Investigator

Beng Chin is a Distinguished Professor of Computer Science, NGS faculty member and Director of Smart Systems Institute (SSI@NUS) at the National University of Singapore (NUS).

He is an adjunct Chang Jiang Professor at Zhejiang University, a visiting Distinguished Professor at Tsinghua University, and the director of NUS AI Innovation and Commercialization Centre at Suzhou, China.

Beng Chin is a fellow of the ACM, IEEE, and Singapore National Academy of Science (SNAS).

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Principal Investigators

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Ooi Beng Chin

Distinguished Professor, Computer Science, School of Computing

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Lim Ee Beng Andrew

Professor of Decision Sciences & Finance, School of Business, NUS

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Phan Tuan Quang

previously Assistant Professor Information Systems and Analytics, School of Computing, NUS

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Xiao Xiaokui

Associate Professor Computer Science, School of Computing, NUS

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Jussi Keppo

Assoc. Professor Analytics & Operations, School of Business, NUS

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Robert Kimmel

Associate Professor of Finance, School of Business, NUS

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Chee Yeow Meng

Professor, Associate Vice President (Innovation & Enterprise), NUS

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