Banking on AI: Pioneering Financial Solutions with LLMs
Exploring the transformative power of Large Language Models in financial services at Data Science Salon Miami

Kris Talajic (third from left) with fellow panelists Antonio Ponte-Dávila (Citi), Catalina Arango (Blackstone), and Sergio Vazquez (Visa) at Data Science Salon Miami
I'm proud to announce that I had the honor of serving as a panelist at Data Science Salon Miami on September 18th, 2023, discussing the transformative topic of "Banking on AI: Pioneering Financial Solutions with LLMs." This prestigious event brought together industry leaders to explore how artificial intelligence, particularly Large Language Models, is revolutionizing the financial services sector.
Distinguished Panel
I had the privilege of sharing the stage alongside some truly exceptional leaders from the financial industry's most influential institutions. Our panel featured senior executives from:
- Antonio Ponte-Dávila - SVP & Deposits Product Manager at Citi
- Catalina Arango - Assistant VP at Blackstone
- Sergio Vazquez - Senior Director, Data Science at Visa
This diverse representation of financial services expertise created a rich dialogue about the current state and future potential of AI in banking and finance.
The AI Revolution in Finance
During our panel discussion, we explored how AI, especially Large Language Models (LLMs), is fundamentally transforming the finance industry. The conversation covered several key areas where AI is making significant impact:
Key Discussion Points
- • Customer Service Automation: How LLMs are enhancing customer interactions and support
- • Risk Assessment: AI-powered models for more accurate risk evaluation and management
- • Fraud Detection: Advanced pattern recognition for identifying suspicious activities
- • Regulatory Compliance: Automated compliance monitoring and reporting
- • Investment Analysis: AI-driven insights for better investment decision-making
Miami Machine Learning Week
The Data Science Salon event served as the perfect kickoff to Miami Machine Learning Week, bringing together data scientists, AI researchers, and industry practitioners from across the region. The event was hosted at BrainStation, providing an ideal venue for this engaging fireside chat format.
The timing couldn't have been better, as 2023 marked a pivotal year for generative AI adoption in financial services. Our discussion provided attendees with practical insights into how major financial institutions are implementing these technologies while navigating regulatory requirements and maintaining customer trust.
Generative AI in Finance
One of the most compelling aspects of our discussion was exploring how generative AI is creating new possibilities in finance. From automated report generation to personalized financial advice, the applications are vast and growing rapidly.
We discussed how AI and machine learning are not just improving existing processes but fundamentally disrupting the industry as a whole. The conversation highlighted both the tremendous opportunities and the important considerations around ethics, transparency, and responsible AI implementation.
"The intersection of AI and finance represents one of the most exciting frontiers in technology today. Having the opportunity to discuss these developments alongside leaders from Citi, Blackstone, and Visa provided invaluable insights into how the industry is evolving. The collaborative spirit and shared commitment to responsible innovation was truly inspiring."- Kris Talajic
Looking Forward
The insights shared during this panel continue to influence how we approach AI implementation in financial services. The collaborative discussions with industry leaders reinforced the importance of thoughtful, strategic adoption of AI technologies.
As we continue to see rapid advancement in AI capabilities, events like Data Science Salon Miami serve as crucial forums for sharing knowledge, best practices, and lessons learned. The financial services industry's embrace of AI represents a fundamental shift that will benefit consumers, businesses, and the broader economy.
Event Details
Event:
Data Science Salon Miami
Panel Topic:
Banking on AI: Pioneering Financial Solutions with LLMs
Venue:
BrainStation, Miami, Florida
Co-Panelists:
Senior Executives from Citi, Blackstone, and Visa