As a scholar, professor, and consultant in data science, economics, and strategic management, my intellectual journey has been a lateral pivot. I began immersed in the precision of numerical models and the challenge of pricing assets accurately, but over time I felt the pull toward broader questions—why markets behave the way they do, how risk premiums emerge, and what drives financial systems beyond the math. That curiosity led me to expand my toolkit from pure modeling to economic frameworks and shift my focus from execution to strategy. I learned to see beyond the numbers: to understand how central bank actions ripple through markets, how governance shapes corporate behavior, and how economic cycles influence valuation. From knowing the instruments, the data, and the constraints of systems, I moved toward asking deeper questions—connecting micro‑level precision with macro‑level insight, refining decision‑making under uncertainty, and developing innovative approaches to conceptual ideation that bridge theory and practice.
Intellectual Journey
Disciplinary Focus
My disciplinary focus has grown out of inquiry about how different parts of the economy speak to one another. I work across central banking, financial regulation, investments and wealth, taxation and public finance, labor and industry, competition and change, climate and development, international business and finance, and even defense and peace. What ties these areas together is my interest in applying machine learning and autonomous systems to illuminate patterns and possibilities. At the heart of this exploration is a question that continues to guide me: how can economic philosophy inform artificial intelligence? For me, this is not just a technical challenge but a way of bridging normative inquiry with computational practice. I see economics and big data as two sides of the same coin—when brought together, they allow us to unite theory with empirical depth, advancing scholarship while shaping practical solutions for policy and industry.
Research Interests
My research interests arise from the practice of continuous exploration—following global developments, economic indicators and financial markets, examining historical archives, cultural narratives and philosophical essays, engaging with empirical scholarship, and drawing insight from nonfiction literature that challenges how we see the world. I am drawn to the economic and business history of the world, where the rise and fall of resource and military strength reveal the realigning structures of empires and global power, offering lessons in resilience, adaptation, and survival. For me, research is a living process—an ongoing conversation with ideas and events, one that demands credibility, relevance, and discoverability while remaining open to change and reinterpretation. I aim to stay reflective yet forward‑looking, propelled by a drive to question and connect, challenge assumptions, and analyze the evolving dynamics of power, policy, and strategy—attentive to their contingencies and the shifting ground beneath them.