I design and build software, firmware, and hardware. My focus is on creating autonomous systems that strengthen human decision-making by streamlining the intelligence cycle and other decision-making frameworks such as OODA loops or PDCA cycles. My autonomous support systems cover direction (setting clear objectives), collection (gathering relevant data and collating results), processing (analyzing and interpreting information), and dissemination (producing and sharing actionable insights ang generating feedback). My work ensures humans stay central, guiding tech to amplify their choices.

The Paro devices handle missions for data collection and real-time analysis, assigned through the direction process. They’re built to be durable yet affordable, deployable at scale in tough environments. The cloud-based platform at reconnaissance.services integrates the full cycle—defining objectives, collecting data, analyzing it, and sharing results—with direction as the critical starting point to align every step.

My projects and repositories explore embedded systems, neural networks for image and vision processing, and modular software that fits into broader workflows. I’m inspired by applications where timely insights save lives, like forest firefighting, search-and-rescue, or public safety. Dive into the repos for device code and AI-driven analysis, or visit the links above to learn more.