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ClelandCo
Writing

Notes from the work.

Short, practical pieces on AI systems, production constraints, and what it takes to make technology hold up outside a demo.

Edge AI18 min

AI at the Operator's Edge

How edge AI is transforming special operations: tactical-level data processing, human-machine teaming, and decision-making at the front lines — insights from a Green Beret turned AI developer.

Applied AI15 min

AI-Driven Medical Triage & Diagnosis

What battlefield protocols (MARCH/PAWS) and explainable AI together teach about accountable systems under pressure — from a Special Forces medic turned AI engineer.