The One About AI x Finance II (ft. OCBC AI Labs)
From forecasting and risk analysis to treasury operations and decision support, AI is increasingly being applied to high-stakes financial workflows. Explore how these systems are being deployed in practice across modern financial institutions.*
More information to come soon, keep a lookout!
More About the Sharings
Timothy Seah and Dan Chan will share on "Credit Paper AI Search"
Ever wondered how banks react to the latest geopolitical shock or tariff war? Timothy and Dan will be sharing how the team built ‘Credit Paper AI Search’, an AI-powered document search tool for speeding up credit portfolio reviews. This session will cover the motivation behind the tool, how it deals with specialised credit terminology, and how credit risk managers can use it to extract insights from the rich unstructured information contained in credit documents. (Technical Level: 200)
More About the Speakers
Timothy Seah is a Data Scientist in OCBC’s Group Data Office, AI Lab, where he specialises in building retrieval-augmented generation (RAG) pipelines to meet novel business requirements. His current work involves architecting, optimising, and deploying such pipelines in close collaboration with credit risk managers. His prior work spans a variety of fields such as customer experience and fraud detection. He holds a Master of Computing (AI Specialisation) from the National University of Singapore.
Dan Chan is part of OCBC’s Risk Transformation Office, where he focuses on harnessing AI to rethink and transform risk management at scale. With a strong foundation in credit risk modelling across scorecards, capital, provisioning, and macroeconomic frameworks, he brings both technical depth and practical deployment experience. His earlier work in risk consulting and digital banking risk modelling provides him with a holistic view of how financial institutions can evolve from traditional risk frameworks to AI-driven, forward-looking approaches.
More About the Series
AI Wednesdays is Lorong AI’s weekly gathering, bringing together practitioners, researchers and innovators for technical discussions on research insights, product development and engineering practices.
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