AI Research Engine
AI · Knowledge systemsResearch infrastructure for collecting, indexing, retrieving, and analyzing technical literature and structured knowledge.
Independent engineer and researcher
Computer Science · Artificial Intelligence · Systems
I build software and study intelligent systems, data infrastructure, markets, and the architecture of complex computational systems.
My work is organized around a simple question: how can information be structured so that machines and people can reason, decide, and act more effectively?
Agent architectures, retrieval, reasoning systems, model orchestration, and human–machine collaboration.
Data platforms, databases, cloud systems, distributed software, observability, and computational infrastructure.
Financial systems, market structure, economic information, valuation, incentives, and decision support.
Formal representations of complex systems across engineering, economics, language, and intelligent behavior.
Research infrastructure for collecting, indexing, retrieving, and analyzing technical literature and structured knowledge.
A financial intelligence system for market analysis, reporting, monitoring, and decision-support workflows.
A structured registry for reusable geographic, currency, time, language, units, constants, sector, and industry reference data.
A satellite and orbital-systems simulation environment for modeling mission behavior and numerical integration.
Why capable systems depend on structure, interfaces, memory, control, and feedback—not just raw model intelligence.
A systems view of markets as mechanisms for aggregating beliefs, incentives, constraints, and expectations.
My technical experience spans software engineering, data engineering, cloud infrastructure, database administration, AI systems, and production operations across Python, SQL, JavaScript, cloud platforms, containers, and distributed systems.