AI Research Engineer | Trustworthy AI Evaluation | Model Selection for Language-Based Decisions | Responsible AI

AI evaluation and
research software.

I’m Aaron Storey. My research focus is deciding when a language classifier is adequate for a specific decision: turning the consequences of errors into measurable requirements, then selecting and qualifying models against them with explicit uncertainty.

This is doctoral research in progress, advised by Dr. Jeanna Matthews at Clarkson University. I also build research software for agent collaboration, verification workflows, and scientific data, with earlier applications in biometric measurement, computer vision, and autonomous navigation.

View resume PDF, 2 pages Academic CV PDF, 5 pages

PhD Candidate, Clarkson University
Independent AI Research Engineer, Kymera Systems LLC

Selected work

Tools for agent collaboration, biometric evaluation, and knowledge management.

All research & software

Agent collaboration

circle

Shared memory and review workflows for research teams and AI assistants.

Biometric measurement

ofiqpy

Face-image-quality measurement with a reference comparison workflow.

Python

Knowledge integrity

okf-tools

Validation that checks what a knowledge bundle means, as well as its format.

Python

Selected publications

First author on three accepted conference papers and coauthor of a published systematic review. My selected work spans biometric evidence, embedded hardware security, and edge AI.

Read the publication record

Published in Electronics · 2026

Advanced Hardware Security on Embedded Processors: A 2026 Systematic Review

Ali Kia, Aaron W. Storey, Masudul H. Imtiaz

Research & collaboration

Research collaboration and AI research engineering opportunities.

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