AI for Finance:
The Rise of
Multi-agent Systems

Invitation-Only

What happens when LLMs evolve from copilots to compound decision-makers?

Join us for a closed-door forum on how multi-agent AI is transforming institutional finance across both discretionary and quant strategies.

June 4 (Wed), 2025

June 4 (Wed), 2025

June 4 (Wed), 2025

1:00pm - 7:00pm ET

1:00pm - 7:00pm ET

1:00pm - 7:00pm ET

Manhattan, NY

Request an Invitation

Sponsored by

Please note: This is a closed-door session.
No recording, no press, and conducted under the Chatham House Rule to encourage open and honest discussion among participants.

Sponsored by

Agenda

1:00-1:25 PM

Welcome Reception

Check-in

1:00-1:25 PM

Welcome Reception

Check-in

1:25-1:30 PM

Opening Remarks

AI for Finance: The Rise of Multi-agent Systems

1:25-1:30 PM

Opening Remarks

AI for Finance: The Rise of Multi-agent Systems

1:25-1:30 PM

Opening Remarks

AI for Finance: The Rise of Multi-agent Systems

Hojun Choi

Co-CEO

LinqAlpha

Hojun Choi

Co-CEO

LinqAlpha

1:30-2:00 PM

Data Panel

From Data to Agents: Building the AI Stack

1:30-2:00 PM

Data Panel

From Data to Agents: Building the AI Stack

Edward Tong PhD

Staff Data Scientist

Google

Erin Butler

VP of Capital Markets

Databricks

Helena Doná Duran

Head Of Data Science

Jefferies

Pravesh Rijal

Chief AI / Data Officer

Cross River Bank

Matthew Vodicka

SVP / Senior Director of Product

FactSet

Moderator

Stephanie Chou

Associate

Goldman Sachs

1:30-2:00 PM

Data Panel

From Data to Agents: Building the AI Stack

Edward Tong PhD

Staff Data Scientist

Google

Erin Butler

VP of Capital Markets

Databricks

Helena Doná Duran

Head Of Data Science

Jefferies

Pravesh Rijal

Chief AI / Data Officer

Cross River Bank

Matthew Vodicka

SVP / Senior Director of Product

FactSet

Moderator

Stephanie Chou

Associate

Goldman Sachs

2:00-2:30 PM

Research Infra Panel

Future of Knowledge Management in Finance

Sandeep Varma CFA

CEO / Co-Founder

Equity Data Science

John Dickinson CFA

Mgr, Data Strategy & Automation

Harding Loevner

Yimei Guo

Head of Data & AI

PJT Partners

Suyeol Yun

Principal AI Engineer

LinqAlpha

Moderator

Jin Kim

Head of FRE

LinqAlpha

2:00-2:30 PM

Research Infra Panel

Future of Knowledge Management in Finance

Sandeep Varma CFA

CEO / Co-Founder

Equity Data Science

John Dickinson CFA

Mgr, Data Strategy & Automation

Harding Loevner

Yimei Guo

Head of Data & AI

PJT Partners

Suyeol Yun

Principal AI Engineer

LinqAlpha

Moderator

Jin Kim

Head of FRE

LinqAlpha

2:30-3:00 PM

Quant Panel

Building Alpha with LLMs: Quant Perspectives from Research to Execution

Christos Koutsoyannis PhD

CIO | Atlas Ridge Capital

Laura Serban PhD

Principal

AQR

Francesco Fabozzi PhD

Research Director

Yale ICF

Moderator

Edward Tong PhD

Staff Data Scientist

Google

2:30-3:00 PM

Quant Panel

Building Alpha with LLMs: Quant Perspectives from Research to Execution

Christos Koutsoyannis PhD

CIO | Atlas Ridge Capital

Laura Serban PhD

Principal

AQR

Francesco Fabozzi PhD

Research Director

Yale ICF

Moderator

Edward Tong PhD

Staff Data Scientist

Google

3:00-3:30 PM

Use Case Fireside

Deploying AI in Financial Workflows

3:00-3:30 PM

Use Case Fireside

Deploying AI in Financial Workflows

3:00-3:30 PM

Use Case Fireside

Deploying AI in Financial Workflows

Didier Lopes

CEO / Co-Founder

OpenBB

Didier Lopes

CEO / Co-Founder

OpenBB

Pete Petersen

CTO / CISO / Co-Founder

Causeway Capital

Pete Petersen

CTO / CISO / Co-Founder

Causeway Capital

3:30-4:00 PM

Break

Networking (Demo Lounge)

3:30-4:00 PM

Break

Networking (Demo Lounge)

4:00-4:30 PM

AI Keynote

Impact of LLMs on Discretionary and Systematic Investors

4:00-4:30 PM

AI Keynote

Impact of LLMs on Discretionary and Systematic Investors

4:00-4:30 PM

AI Keynote

Impact of LLMs on Discretionary and Systematic Investors

Andrew Chin

Chief AI Officer

AllianceBernstein

Andrew Chin

Chief AI Officer

AllianceBernstein

4:30-5:00 PM

1:1 Fireside Chat

The Making of a SuperTrader: How Trading Evolved and Where AI Fits Next

4:30-5:00 PM

1:1 Fireside Chat

The Making of a SuperTrader: How Trading Evolved and Where AI Fits Next

Scott Friedman CFA

Co-Founder / Partner

Soroban Capital

Scott Friedman CFA

Co-Founder / Partner

Soroban Capital

Moderator

Alejandro Lopez-Lira PhD

Professor

University of Florida

Moderator

Alejandro Lopez-Lira PhD

Professor

University of Florida

5:00-5:30 PM

AI Industry Session

Leveraging LLMs across Investment, Research, and Productivity Workflows

Christopher Andrews

Global COO of Research

Morgan Stanley

Scott Friedman CFA

Co-Founder / Partner

Soroban Capital

Peter Anderson PhD

Head of Research, Applied AI

Balyasny Asset Management

Belinda Neal

COO / Head of Product Core Eng.

Goldman Sachs

Moderator

Hojun Choi

Co-Founder / Co-CEO

LinqAlpha

5:00-5:30 PM

AI Industry Session

Leveraging LLMs across Investment, Research, and Productivity Workflows

Christopher Andrews

Global COO of Research

Morgan Stanley

Scott Friedman CFA

Co-Founder / Partner

Soroban Capital

Peter Anderson PhD

Head of Research, Applied AI

Balyasny Asset Management

Belinda Neal

COO / Head of Product Core Eng.

Goldman Sachs

Moderator

Hojun Choi

Co-Founder / Co-CEO

LinqAlpha

5:30-5:55 PM

AI Academic Session

Decoding Markets with LLMs: Forecasting, Trading, and Signals Extraction

5:30-5:55 PM

AI Academic Session

Decoding Markets with LLMs: Forecasting, Trading, and Signals Extraction

Alejandro Lopez-Lira PhD

Professor

University of Florida

Alejandro Lopez-Lira PhD

Professor

University of Florida

Jacob Chanyeol Choi PhD

Co-Founder / Co-CEO

LinqAlpha

Jacob Chanyeol Choi PhD

Co-Founder / Co-CEO

LinqAlpha

5:55-6:00 PM

Closing Reflections

Summary and What’s Next: Compound AI System

5:55-6:00 PM

Closing Reflections

Summary and What’s Next: Compound AI System

5:55-6:00 PM

Closing Reflections

Summary and What’s Next: Compound AI System

Jacob Chanyeol Choi PhD

Co-Founder / Co-CEO

LinqAlpha

Jacob Chanyeol Choi PhD

Co-Founder / Co-CEO

LinqAlpha

6:00-7:00 PM

Networking Session

Informal Reception

6:00-7:00 PM

Networking Session

Informal Reception

6:00-7:00 PM

Networking Session

Informal Reception

Hosted by

Jacob Chanyeol Choi PhD

Co-Founder / Co-CEO

LinqAlpha

Hojun Choi

Co-Founder / Co-CEO

LinqAlpha

Edward Tong PhD

Staff Data Scientist

Google

Alejandro Lopez-Lira PhD

Professor

University of Florida

Didier Lopes

CEO / Co-Founder

OpenBB

Hosted by

Jacob Chanyeol Choi PhD

Co-Founder / Co-CEO

LinqAlpha

Hojun Choi

Co-Founder / Co-CEO

LinqAlpha

Edward Tong PhD

Staff Data Scientist

Google

Alejandro Lopez-Lira PhD

Professor

University of Florida

Didier Lopes

CEO / Co-Founder

OpenBB

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