Speaking Engagements
Thought leadership on agentic AI, blockchain, and the future of finance
Speaking Expertise
With 15+ years as a sought-after international speaker, I deliver engaging presentations that bridge cutting-edge research and practical applications. My speaking style combines technical depth with accessible explanations, making complex topics compelling for diverse audiences from C-suite executives to doctoral researchers.
Speaking Topics
The Age of Agentic AI
Understanding autonomous intelligent agents and their transformative impact across industries.
- From reactive to proactive AI systems
- Multi-agent coordination and emergent behavior
- LLM-based agents and tool use
- AI safety and alignment challenges
- Business applications and strategy
Blockchain Revolution
DeFi, cryptocurrencies, and the future of decentralized financial infrastructure.
- Beyond Bitcoin: DeFi protocols and innovation
- Crypto market microstructure
- Smart contract economics
- Regulatory landscape and compliance
- Institutional adoption strategies
AI Meets Blockchain
The convergence of artificial intelligence and decentralized systems.
- AI agents in DeFi protocols
- Decentralized AI training and inference
- Blockchain for AI governance
- Tokenized AI models and data
- Future of autonomous financial systems
Quantitative Trading & Market Microstructure
High-frequency trading, algorithmic strategies, and modern market dynamics.
- HFT myths vs. reality
- Machine learning for trading
- Market making in crypto and equities
- Flash crashes and systemic risk
- Regulatory evolution
The Future of Finance
How AI, blockchain, and quantum computing will reshape financial services.
- Digital transformation roadmap
- CBDCs and payment systems
- AI-powered risk management
- Quantum computing threats and opportunities
- Preparing for disruption
AI Strategy for Business Leaders
How executives should think about AI adoption, governance, and competitive advantage.
- Build vs. buy vs. partner decisions
- Organizational transformation
- Ethics and responsible AI
- Talent acquisition and development
- Measuring AI ROI
Upcoming Presentations
Agentic AI in Finance
2026-09-17 00:00:00University of Chicago AI in Finance Forum, NYC
Evolution of Market Design in the Age of AI
2026-09-23 00:00:00Columbia University Math Finance Seminar
AI in Financial Services for Public Authorities
2026-10-14 00:00:00Cambridge University
Agentic AI: Global Implications
2026-10-21 00:00:00STAC AI Conference
Recent Keynotes & Presentations
Evaluating AI Strategies without Opening the Black Box
2026-07-14 00:00:00STAC AI Special Interest Group (online)
Agentic AI in Finance
2026-06-17 00:00:00AI in Financial Services for Public Authorities, Cambidge University
Advances in AI
2026-06-02 00:00:00Cambridge University MFin Program
Agentic AI in Quantitative Trading; Hype, Reality and Adoption
2026-04-28 00:00:00Battle of the Quants, Yale Club
Pricing with Liquidity, Crypto Contagion, Pricing Bitcoin with Conditional Optimization
2026-03-25 00:00:00Southwest Finance Association
Risk Management with AI
2026-03-19 00:00:00Society of Quantitative Analysts Annual Research Conference
Agentic AI in Trading: Evolution of Bots
2026-01-14 00:00:00Quantopian webinar
Agentic AI: the New Frontier in Finance
2026-01-14 00:00:00Quantopian (online)
Fast Monte-Carlo
2025-12-07 00:00:00Winter Simulation Conference,
Measuring Performance of AI Systems
2025-11-19 00:00:00The Money Show 2025
Estimating Black Box Performance Ahead of Production
2025-11-03 00:00:00Burlington, CA
Pricing Fixed Income with Liquidity: An Extended Merton Approach (with Sirui Zhao)
2025-10-30 00:00:00University of Chicago
Optimize, then Predict
2025-07-28 00:00:00XVII th Conference on Stochastic Programming
Future of Finance Panel
2025-07-15 00:00:00Financial Women's Association
Exogenous Factors in Statistical Arbitrage: A Novel AI-powered Approach
2025-06-17 00:00:00Finance and Accounting (F&A) 2025 Annual Research Symposium at the Westminster Business School, University of Westminster, London
Fast Core Identification
2025-05-13 00:00:00TLDR; Columbia University
"Fast TTC and Probabilistic Core Identification", "Slippage in AMM Markets", "Conditional Optimization: A Theoretical Framework for Predict-then-Optimize Problems"
2025-05-08 00:00:002025 POMS Annual Conference
Algorithmic Prediction and AI in Trading
2025-04-07 00:00:00Laureate, Annual Adirondack Trust Company lecture on finance, Skidmore College
Optimize-then-Predict
2025-03-23 00:00:00Business Analytics, Artificial Intelligence, and Cherry Blossom Conference, Johns Hopkins University, Washington, DC
Quantitative Financial Models with Scenarios from LLM: Temporal Fusion Transformers as Alternative Monte-Carlo
2025-03-03 00:00:00AAAI Economics of Modern ML: Markets, Incentives, and Generative AI
Scenario-based Risk Management with Temporal Fusion Transformer (with Daham Kim)
2024-12-15 00:00:002024 Winter Simulation Conference
Measuring Performance of AI-Based Strategies: Advances in Optimization
2024-12-05 00:00:00Women in Quantitative Finance Americas Conference (WQFA), New York City
Stability of AI Inferences, Causality and Money Laundering Detection
2024-10-23 00:00:00IEEE Symposium on Computational Intelligence for Financial Engineering and Economics (CIFEr)
Fast TTC Computation
2024-10-20 00:00:00INFORMS Conference, Seattle, WA
Optimal Choice with Multi-Dimensional Preferences
2024-10-19 00:00:00INFORMS Data Science Workshop
Panel: AI in Finance
2024-10-16 00:00:00Financial Women's Association Annual Summit, New York, NY
Crypto Ecosystem
2024-10-15 00:00:00NY Federal Reserve
Fast Muti-Dimensional TTC
2024-10-14 00:00:00DIMACS 2024, Rutgers University
Panel: Revolutionizing the Investor Experience through Science and Technology
2024-10-10 00:00:00100 Women in Finance and PwC
Eliciting Latent Preferences with AI
2024-10-07 00:00:00DIMACS Workshop, Rutgers University
Fast TTC Computation
2024-09-18 00:00:00Academy of Behavioral Finance & Economics 2024 Annual Meeting, Los Angeles
Supervised vs. Unsupervised Learning in Risk Management
2024-08-12 00:00:00FDP Institute
AI for Fast Fund Flow Identification
2024-07-30 00:00:00INFORMS Security Conference, Washington, DC
AI in Market Design
2024-07-09 00:00:00Conference on Economics and Computation (EC), Yale University.
AI in Finance
2024-06-11 00:00:00Cambridge University Judge Business School
Optimal Execution
2024-05-17 00:00:00University of Miami 2nd Conference on the Business of Blockchain Technology
Using AI to Understand Wallet Profiles in Cryptoverse
2024-01-30 00:00:00Columbia University Math Practitioner Seminar
Panel: Leveraging Alternative Data and Data Science
2024-01-11 00:00:007th Annual Data Science in Finance Conference (Join SQA and CFA Societies New York). Co-panelists: Jonathan Berkow, CFA, Director of Quant and Data Science, Alliance Bernstein; Dan Duggan, PhD, VP, Goldman Sachs Investment Research, Goldman Sachs & Co. LLC; Sameer Gupta, Head of Generative AI Shared Services & Data Engineering, Point72; Moderator: Ingrid Tierens, PhD, CFA, Head of Data Strategy, Global Investment Research (GIR), Goldman Sachs & Co. LLC.
How Crypto Trading Works and Potentially Takes Over Traditional Markets
2023-10-19 00:00:00Worcester Polytechnic Institute, Future of Finance Academic Conference. Relevant publication: Ahmad and Aldridge (2023, Journal of Financial Data Science)
Panel: ESG - Its Opportunities and Its Detractors
2023-06-28 00:00:00Responsible Asset Owners Global Symposium. Moderator: Paul OBrien - Trustee and Member of the Investment Committee Wyoming Retirement System. Co-panelists: Scott Kalb - Former CIO and Deputy CEO of the Korea Investment Corporation (KIC), Catherine Banat - Board Director, Women & Climate, Bryan Gurhy - Senior Financial Sector Specialist, World Bank.
Speaking Formats
Keynote Addresses
Duration: 45-60 minutes
High-impact presentations for conferences and major events combining research insights, practical implications, and forward-looking analysis. Engaging storytelling with data-driven insights.
Academic Seminars
Duration: 90 minutes
Research presentations for faculty and doctoral students. Deep dive into methodology, results, and theoretical implications with extended Q&A and discussion.
Executive Briefings
Duration: 60-90 minutes
Concise, strategic presentations for C-suite and board members. Focus on business implications, competitive positioning, and actionable recommendations.
Panel Discussions
Duration: 60-90 minutes
Expert panelist contributing evidence-based perspectives on industry trends, policy debates, and technological developments alongside other thought leaders.
Workshops
Duration: Half-day or full-day
Intensive hands-on sessions combining lectures, exercises, and group projects. Technical depth with practical skills development.
Virtual Presentations
Duration: Flexible
Engaging online presentations optimized for remote audiences with interactive elements, polls, and Q&A. Global reach without travel requirements.
"Irene Aldridge's keynote was transformative—she has an extraordinary ability to make cutting-edge AI and blockchain research accessible and actionable for business leaders."
"The most intellectually stimulating seminar our faculty has hosted in years. Irene Aldridge challenged our thinking and opened new research directions."
Book a Speaking Engagement
Available for keynotes, academic seminars, executive briefings, and workshops worldwide
Speaking Inquiry