Orin Hall

Systems engineer. Sr. Technical Business Development Leader, Supply Chain at Amazon Robotics.

About

I'm a systems engineer with 15 years across aerospace, defense, and robotics — GE Aerospace, MORSE Corp, and Amazon. My work has spanned gas turbine development, safety-critical systems for the US Army, and scaling hardware products for warehouse robotics.

Since mid-2025 I've been building with generative AI — first as personal projects, then as part of my daily work. I'm in the top 0.5% of GenAI users at Amazon and use it across both my professional and personal work. I'm not a software engineer. I'm a practitioner who builds solutions for everyday problems and learns by doing.

My current focus is on making agent output measurably useful — data provenance, context curation, trust boundaries, and the evaluation and feedback loops needed to know whether a workflow is actually better than what it replaced.

Background

Writing

Elsewhere