Aaron W. Storey

AI Research Engineer | Trustworthy Agentic Systems | Verification Engineering

PhD Candidate in Computer Science at Clarkson University. Independent AI Research Engineer at Kymera Systems LLC. Based in San Antonio, Texas.

I develop multi-agent research prototypes, verification workflows, and scientific software. My work connects model orchestration, tools, and agent memory with provenance and reproducible evaluation. Applications include biometric measurement, computer vision, and autonomous navigation.

Portfolio · Resume · Academic CV · LinkedIn · ORCID · Google Scholar

Selected software

Project	Work
circle	Research collaboration in Go: knowledge graph, shared memory, artifact tracking, review gates, and 22 MCP tools over git.
ofiqpy	Python implementation of the BSI OFIQ v1.1.0 profile: 27 face-image-quality components and a unified score, model integrity checks, and C++ comparison workflows.
okf-tools	Validation, linting, migration, and indexing for Open Knowledge Format bundles, including relationship and semantic checks.
lunar-terrain-sidecar	Lunar terrain authoring for Godot robotics simulation using LOLA/PGDA terrain, ephemeris-derived illumination, and provenance. Software archive.
swinvit-face-verification	Common evaluation interface for SwinFace and ArcFace encoders over public benchmark data, with integrity checks and documented limitations.
medicaid-kg	Knowledge-graph and geospatial exploration of the 227-million-row HHS Medicaid provider-spending dataset using DuckDB, NetworkX, and agent-assisted querying.

OpenFIQA Studio is design-stage work on a scientific IDE for biometric quality and verification research. The public repository contains architecture, scientific schemas, and decision records.

Selected publications

Published

• Ali Kia, Aaron W. Storey, and Masudul H. Imtiaz. Advanced Hardware Security on Embedded Processors: A 2026 Systematic Review. Electronics, 15(5), 1135 (2026). DOI.

Accepted

• Aaron W. Storey and Masudul H. Imtiaz. A Three-Channel Audit of the Biometric Evidence Chain. IEEE AIBThings 2026.
• Aaron W. Storey, Ali Kia, and Masudul H. Imtiaz. LLM on the Edge: A 2026 Perspective. IEEE AIBThings 2026.
• Aaron W. Storey, Ajan Ahmed, Yash Sukhdeve, Masudul H. Imtiaz, and Sumona Mondal. Nonparametric Template Persistence Curves for Child Face Recognition via Beta Generalized Additive Models. IEEE UEMCON 2026.

Publication statuses follow my September 4, 2026 CV, with status records dated September 1. Accepted papers are listed separately from published work.

Background

• Clarkson University, AVHBAC Laboratory: Graduate Research Assistant, Autonomous Systems and AI, June 2026 to present.
• Kymera Systems LLC: Independent AI Research Engineer, August 2025 to present.
• Clarkson University, CITeR: Graduate Research Assistant, Trustworthy AI and Biometrics, June 2025 to May 2026.
• Education: PhD Candidate, Computer Science, Clarkson University; MS, Artificial Intelligence, Maryville University; BS, Information Technology, American Military University.
• Teaching: Nine guest lectures for EE622 Advanced Biometrics; co-created the free 100 Days of Machine Learning curriculum.
• Earlier career: U.S. Army veteran with 15 years of technical operations and leadership experience, including data and educational-technology work at the Defense Health Agency.

Tools: Python, Go, R, SQL, PyTorch, scikit-learn, FastAPI, DuckDB, Docker, Linux, Git, ROS2, OpenCV, and Godot.

For research collaboration or AI research engineering opportunities: storeyaw@clarkson.edu.