KDD Finance Day 2025 will take place on August 4, 2025, in Toronto, Canada.

9:30 AM 9:50 AM Coffee
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

David Rosenberg

Head of Machine Learning Strategy, Bloomberg

Chenxi Wang

Chenxi Wang

Founder and General Partner, Rain Capital

Igor Melnyk

Igor Melnyk

Distinguished Researcher, Capital One

Qiaozhu Mei

Qiaozhu Mei

Associate Dean for Research and Innovation, University of Michigan

Pedro Sant'Anna

Pedro Sant'Anna

Associate Professor, Emory University

Yanshuai Cao

Yanshuai Cao

Senior Research Director, RBC Borealis

Rama Akkiraju

Rama Akkiraju

VP AI/ML for IT, NVIDIA

Camilo Ortiz Diaz

Camilo Ortiz Diaz

Manager at AI Finance, Bloomberg

Sohaib Perwaiz

Sohaib Perwaiz

Group Business Engagement Lead, RBC Borealis

Linbo Wang

Linbo Wang

Associate Professor, University of Toronto

Edward Raff

Edward Raff

Director of Emerging AI, Booz Allen Hamilton