Active Research Modules
Network-Adaptive Market Intelligence
Developing frameworks that integrate network theory, information dynamics, and long-memory processes to enhance understanding of market efficiency. Exploring how directed information flows between assets reveal temporal dependencies and structural patterns across financial networks during various market conditions.
Macroeconomic Information Networks
Developing frameworks for understanding economic contagion that integrate fundamental linkages, pure contagion mechanisms, and information processing heterogeneity. Bridging insights from international macroeconomics, behavioral finance, and network analysis to understand how shocks propagate in the modern global economy through multi-scale analysis of information flows and adaptation dynamics.
Digital Asset Intelligence
Investigating how cryptocurrency networks exhibit emergent behaviors through machine learning algorithms and adaptive system analysis. Mapping the evolutionary pathways of digital financial architectures as they interface with traditional economic structures, revealing new paradigms of decentralized value transfer across interconnected global protocols.
Global Market Synthesis
Same math that launches rockets navigates economies—we're just hacking the source code of both. Seeking fellow travelers to forge new statistical learning tools for this cosmic expedition through financial universes-because even the Millennium Falcon needs better AI. Warning: This journey involves dodging black holes of market crashes, asteroid fields of policy shocks,and occasionally hostile economic entities across uncharted financial universes."The universe is not only queerer than we suppose, but queerer than we can suppose. We are not going to be able to understand the new economy until we understand that we are part of something much larger than ourselves—a cosmic dance of information, energy, and consciousness flowing through markets like stardust through the fabric of spacetime itself." — Adapted from J.B.S. Haldane & Carl Sagan