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// exploring the unknown

I build systems
that think for themselves

Building at the edge of intelligent systems

AI researcher and military strategist — operationalizing intelligent systems across the spectrum from tactical deployment to strategic planning.

AI & Autonomy

Machine learning, autonomous systems, and intelligent behavior — from algorithmic design to real-world deployment in high-stakes operational environments.

Strategic, Operational & Tactical Planning

Planning across all echelons — from strategic force design and operational campaign architecture to tactical mission execution and adaptive decision-making under uncertainty.

ISR & EMS Operations

Intelligence, Surveillance and Reconnaissance; Electromagnetic Spectrum operations — sensor fusion, contested-environment ISR, and spectrum dominance in complex battlespaces.

Leadership & Human Factors

Leadership development, human factors engineering, war gaming, and the organizational psychology that determines how teams and systems perform under pressure.

Things I've built

Applications of AI, autonomous systems, and operational design — from war gaming to real-world deployment.

Domain Maneuver

A war gaming platform for operational planning and strategic decision-making. Domain maneuver provides a dynamic environment for modeling contested operations, testing courses of action, and visualizing complex multi-domain battlespace interactions.

War Gaming Operational Planning Strategic Design
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Common Operating Picture (COP)

Interactive global situational awareness dashboard with real-time geopolitical hotspots, conflict zones, maritime chokepoints, cyber threats, and flight corridors. Built with Leaflet.js, CartoDB dark maps, and ESRI satellite imagery.

JavaScript Leaflet.js Geospatial Open-Source
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Published Papers
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Years in Military
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Domain Maneuver Platform

Selected Papers

Academic contributions to autonomous systems, aviation safety, and intelligent transportation.

Air to Air Sense and Avoid on UAS

Aviation Safety Research, 2020

Comprehensive research on unmanned aircraft collision avoidance systems for increasingly congested airspace.

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Automated Snow Plow Systems

Autonomous Vehicle Research, 2020

Development of automated snow plow systems leveraging autonomous navigation for improved winter road maintenance.

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Autonomous Cargo Aviation Systems

Transportation Automation Journal, 2020

Research on fully autonomous cargo aircraft systems — operational feasibility, safety protocols, and economics.

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HALE Solar Hybrid Applications

Renewable Aviation Energy, 2020

High-altitude long-endurance aircraft powered by solar-hybrid propulsion for sustainable aviation.

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Organizational Safety Effects in Flight Operations

Aviation Safety Management, 2020

Analysis of organizational factors affecting safety outcomes across aviation organizations.

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Safely Integrating UAS in the National Airspace System

Aviation Safety & Integration, 2020

Strategic framework for safe integration of unmanned aircraft systems into the NAS.

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Viability of Unmanned Aircraft Replacing Cargo Aircraft Pilots

Future Aviation Systems, 2020

Assessment of operational, economic, and regulatory viability of unmanned cargo aviation.

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A Systematic Review of Adaptive Human-Machine Interface Research

Capstone Research, 2020

Comprehensive systematic review of 108 peer-reviewed samples examining how intelligent interfaces can dynamically adjust to operator cognitive state, workload, and situational awareness in unmanned aircraft systems.

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Workload Analysis of Menu Layering in UAS Control Stations

Human Factors Research, 2020

Empirical analysis of how menu layering depth in UAS ground control stations affects operator workload, performance, and situational awareness.

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RQ-4B Global Hawk Pilot Training Effectiveness

Military Aviation Research, 2020

Research proposal examining the effectiveness of pilot training for the RQ-4B Global Hawk high-altitude, long-endurance surveillance platform.

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Let's talk

Interested in collaborating or just want to say hi? Reach out.