Program
KDD Finance Day 2025 will take place on August 4, 2025, in Toronto, Canada.
9:30 AM | 9:50 AM | Coffee | |
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9:50 AM | 10:00 AM | Opening Remarks | |
10:00 AM | 10:30 AM | Featured Talk |
David Rosenberg / Camilo Ortiz Diaz (Bloomberg)
No Trade, No Truth: Data-Driven Bond Pricing in Practice |
10:30 AM | 12:00 PM | Invited Talk |
Qiaozhu Mei (UMichigan)
Title: AI Behavioral Science: use AI to decipher motivations behind human behavior Yanshuai Cao (RBC Borealis) Title: Modern challenges and opportunities in Financial AI: an Interpretability Lens Rama Akkiraju (NVIDIA) Building Trustworthy Financial agents with Agentic AI |
12:00 PM | 1:00 PM | Lunch Time | Lunch provided to Finance Day Attendees |
1:00 PM | 1:30 PM | Featured Talk |
Chenxi Wang (Rain Capital)
Investment trends in AI and Cybersecurity: How investors assess today's AI deals |
1:30 PM | 3:00 PM | Invited Talks |
Sohaib Perwaiz (RBC Borealis)
Title: Scaling AI solution development in enterprise banking context Igor Melnyk (Capital One) Title: Modeling Sequence Data in Financial Services Linbo Wang (UToronto) Title: Sparse Causal Learning: Challenges and Opportunities |
3:00 PM | 3:30 PM | Coffee Time | |
3:30 PM | 4:30 PM | Invited Talks |
Pedro Sant'Anna (Emory)
Title: Difference-in-Differences Designs: A Practitioner's Guide Edward Raff (Booz Allen Hamilton) Title: Adversarial Machine Learning Attacks on Financial Reporting via Maximum Violated Multi-Objective Attack |
Invited Speakers
David Rosenberg
Head of Machine Learning Strategy, Bloomberg
Chenxi Wang
Founder and General Partner, Rain Capital
Igor Melnyk
Distinguished Researcher, Capital One
Qiaozhu Mei
Associate Dean for Research and Innovation, University of Michigan
Pedro Sant'Anna
Associate Professor, Emory University
Yanshuai Cao
Senior Research Director, RBC Borealis
Rama Akkiraju
VP AI/ML for IT, NVIDIA
Camilo Ortiz Diaz
Manager at AI Finance, Bloomberg
Sohaib Perwaiz
Group Business Engagement Lead, RBC Borealis
Linbo Wang
Associate Professor, University of Toronto
Edward Raff
Director of Emerging AI, Booz Allen Hamilton