About Jeremy
I build AI-enabled software for complex, real-world problems. As Director - Senior Software Engineer at Gray Matter Resources, I focus on practical engineering, reliable behavior, traceable outputs, and human oversight.
My background
I am Director - Senior Software Engineer at Gray Matter Resources and a retired U.S. Army Special Forces Medical Sergeant. I bring together hands-on software development, applied AI, and the operational perspective of someone who has relied on people, information, and systems in high-stakes environments.
My technical experience includes agentic AI, LLM applications, workflow automation, API integrations, and AI-enabled product development. I care about how a system handles uncertainty, uses evidence, works with existing tools, and keeps people in control of consequential decisions.
As Medical Innovation Officer at VetClaims.ai from August 2025 to May 2026, I developed agentic systems for clinical-evidence and benefits workflows. I combined hands-on engineering with product collaboration, delivering prototypes and production systems in short cycles.
Before transitioning into technology, I served with 7th Special Forces Group (Airborne) and retired from the U.S. Army in 2022. That experience continues to shape my approach to engineering: understand the mission, question assumptions, work across disciplines, and stay accountable to the people using what I build.
I hold an M.S. in Artificial Intelligence, with a Machine Learning concentration, from the University of Michigan-Dearborn (2025). My focus is practical: turn fragmented information into useful context, reduce unnecessary work, and build software that supports better decisions.
Skills
Agents, pipelines, and evaluation harnesses.
Incident Lab and production claims workflows.
Multi-agent graphs with human review points.
Recorded traces, test cases, and failure inspection.
PlantDoc, HMER, and other applied-ML work.
Service interfaces around retrieval and tools.
Evidence stores and evaluation datasets.
Reproducible training and inference environments.
Path
Current
Bringing hands-on AI engineering, software development, and U.S. Army Special Operations experience to Gray Matter Resources.
August 2025 – May 2026
Developed and shipped prototypes and production agentic systems for veteran disability-benefits workflows in two-to-four-week cycles.
2023 – 2025
University of Michigan-Dearborn. Graduate research on applied ML pipelines.
2014 – 2022
U.S. Army 7th Special Forces Group (Airborne). Two deployments to Colombia and two deployments to Afghanistan.
Experience
Current
Bringing hands-on AI engineering, software development, and U.S. Army Special Operations experience to Gray Matter Resources.
Gray Matter Resources develops CortX and CortX Lens for intelligence and analysis that preserves context and connects findings to their sources.
August 2025 – May 2026
VetClaims.ai
Developed and shipped prototypes and production agentic systems for veteran disability-benefits workflows in two-to-four-week cycles.
January 2024 – December 2025
University of Michigan-Dearborn
Developed ML pipelines for sepsis detection, NLP classification, and reinforcement-learning optimization.
2014 – 2022
U.S. Army — 7th Special Forces Group (Airborne)
Completed two deployments to Colombia and two deployments to Afghanistan as a U.S. Army Special Forces Medical Sergeant (18D).
2011 – 2014
U.S. Army
Special Operations Combat Medic / Training, U.S. Army.
2008 – 2011
U.S. Army
Provided frontline medical support and clinic care across Europe.
Let’s connect
Based in Michigan. Connect about agentic AI, software engineering, and the people using what we build.