Computer Vision · Machine Learning · Autonomy

Vision.
Resolved.

We help organizations understand—and improve—how their systems see. Advanced computer vision and machine learning, built for complex, real-world operational environments.

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20yrs

Across R&D, test & evaluation, and rapid prototyping

11

U.S. patents in biometric recognition & security

Ph.D.

Computer Engineering, Virginia Tech

4

Mission partners: DoD · DHS · DoJ · IC

Capabilities

From sensor signal to deployed system

01

Computer Vision & Machine Learning

Intelligent, autonomy-enabling perception systems for complex operational environments.

02

Sensor Exploitation & Fusion

Actionable signal extracted across multi-domain sensors—EO/IR and beyond.

03

Biometrics & Human Identification

Forensic and ISR-grade identification for fixed and mobile multi-biometric platforms.

04

Target Recognition & Tracking

Detection, recognition, and tracking pipelines engineered for the field.

05

Autonomous & Unmanned Systems

Imaging and perception for unmanned and autonomous platforms.

06

AI Assurance & Countermeasures

Hardening digital identity systems against generative-AI attack vectors.

Principal

Dr. Nathaniel J. Short

Nearly two decades advancing sensor exploitation and AI-driven analytics. Former Vice President of Research countering identity fraud and generative-AI threats; previously Senior Scientist at Booz Allen Hamilton and the Johns Hopkins University Applied Physics Laboratory.

His work has directly supported agencies across the DoD, DHS, DoJ, and the Intelligence Community.

Computer Vision & Machine Learning

Intelligent, autonomy-enabling perception for complex environments.

—Model development for detection, classification, and segmentation

—Performance characterization and failure-mode analysis

—Deployment of perception pipelines at the edge

Sensor Exploitation & Multi-Domain Fusion

Actionable signal across EO/IR and beyond.

—Cross-sensor calibration, registration, and fusion

—Exploitation of multi-spectral and non-visible imagery

—Signal quality assessment for downstream autonomy

Biometrics & Human Identification

Forensic and ISR-grade identification platforms.

—Multi-biometric matching for fixed and mobile platforms

—Next-generation human ID for forensic and ISR use

—Algorithm evaluation against operational data

Automatic Target Recognition & Tracking

Detection, recognition, and tracking for the field.

—ATR pipeline design and tuning for mission conditions

—Multi-object tracking under occlusion and clutter

—Robustness testing across degraded environments

Autonomous & Unmanned Systems

Imaging and perception for unmanned platforms.

—Onboard perception for unmanned air and ground systems

—Autonomy-enabling imaging payload design

—Integration and field validation

AI Assurance & Threat Countermeasures

Defending identity systems against generative AI.

—Reverse-engineering emerging AI-driven attack vectors

—Robust digital identity verification

—Countermeasures against generative-AI fraud

Dr. Nathaniel J. Short

Founder & Principal

Principal

Dr. Nathaniel J. Short brings nearly 20 years of expertise in computer vision, image processing, and machine learning. He holds both M.S. and Ph.D. degrees in Computer Engineering from Virginia Tech, awarded in 2009 and 2012, respectively.

Prior to founding his consulting practice, Dr. Short served as a Vice President of Research in the commercial sector, where he led strategic initiatives to counter identity fraud and the growing threat of generative AI. In this role, he established a specialized task force to reverse-engineer emerging AI-driven attack vectors, ensuring robust digital identity verification.

Previously, he was a Senior Scientist at Booz Allen Hamilton and the Johns Hopkins University Applied Physics Laboratory (JHU APL), where he led advanced research and development efforts in support of national security. His work has directly supported agencies across the DoD, DHS, DoJ, and the Intelligence Community.

He has extensive experience across the end-to-end development lifecycle of advanced imaging and biometric systems—R&D, prototyping, testing, and evaluation. His portfolio includes imaging solutions for unmanned systems, mobile and fixed multi-biometric platforms, and next-generation human identification technologies for forensic and ISR applications.

An accomplished researcher, Dr. Short has authored numerous peer-reviewed publications and earned multiple best-paper awards at leading conferences in biometrics, computer vision, and optics. He is co-inventor on eleven U.S. patents related to biometric recognition and security, and has led workshops and tutorials on emerging technologies in these domains.

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Vision.
Resolved.

Tell us about the system you're building. We'll get back to you to talk through how CV/ML can move it forward.