Research

Software | Data | Intelligence

Research serves as the foundation for how I think, build, design, and evaluate systems. My interests span artificial intelligence, software architecture, economics, cognition, finance, engineering, and emerging technologies.

Research Philosophy

I view research as the process of transforming uncertainty into understanding. Whether the subject is software, intelligence, markets, or human behavior, the objective remains the same: construct increasingly accurate models of reality.

Artificial Intelligence

Large Language Models

Investigation of reasoning, planning, memory, retrieval, and agent-based systems built on top of modern foundation models.

LLMs Agents Reasoning RAG Memory Systems

Intelligence Systems

Study of intelligence as an architecture composed of perception, memory, reasoning, planning, and execution.

Cognition Decision Making Knowledge Systems

Software & Systems Engineering

Software Architecture

Design of scalable, maintainable, and reliable software systems.

Architecture Distributed Systems Scalability

Cloud Infrastructure

Investigation of cloud-native systems, deployment strategies, automation, and operational excellence.

AWS Azure Kubernetes DevOps

Information Systems

Study of how organizations collect, structure, govern, and utilize information.

Databases Data Engineering Analytics

Economics & Finance

Financial Markets

Analysis of market structure, price discovery, liquidity, incentives, and information flow.

Finance Trading Economics

Market Design

Exploration of exchange mechanisms, valuation systems, incentives, and digital marketplaces.

Exchanges Game Theory Market Systems

Sports Intelligence

Athlete Valuation

Research into athlete performance, valuation, forecasting, and sports intelligence systems.

Sports Analytics Performance Valuation

Sports Markets

Investigation of how athletic performance, reputation, contracts, and fan engagement create value.

Sports Economics Markets Analytics

Human Intelligence

Cognition

Study of perception, memory, learning, decision-making, and problem solving.

Psychology Cognition Learning

Executive Functions

Investigation into planning, attention, self-regulation, and goal-directed behavior.

Attention Planning Decision Making

Emerging Technologies

Human-Machine Systems

Exploration of future interactions between people and intelligent technologies.

HCI AI Interfaces

Advanced Display Systems

Investigation of spatial computing, visualization, immersive technology, and future computing environments.

Visualization Spatial Computing Immersive Technology

Current Focus Areas

Artificial Intelligence Agent Systems Software Architecture Data Engineering Economics Finance Sports Analytics Human Intelligence