James S. Email & Phone Number

Mclean, VA, US

• Led generative AI model inference for Capital One’s first LLM that served 72 million customer account predictions daily
• Collaborated with AWS to establish and oversee Capital One's inaugural GPU ultra cluster, consisting of 168 P4DE instances, to train new custom LLMs on internal data.
• Developed a novel credit scoring model using state machine transformers, yielding a savings of $1.4 million

Basking Ridge, New Jersey, US

• Invented a neural network-based software tool for compressing sizable static files, reducing storage requirements and improving data retrieval efficiency
• Directed a team in constructing a probabilistic database and repository for electronic components, allowing investigators to interactively probe and combat IP theft

Herndon, Virginia, US

• Designed a network impairment detector using deep learning, improving network reliability
• Developed system for real-time classification of radio signals in the high-frequency spectrum, to identify pirate broadcasts and triangulate position

• Designed a deep learning system for reverse engineering to identify and classify malicious code to catch novel malware before systems where compromised
• Utilized genetic algorithms with dynamic rule-based learning to restore the US national power grid in the event of cyber-attack or sun activity.

Melbourne, Florida, US

• Secured patent for an event forecasting method utilizing sub-graphs derived from social media data
• Employed Bayesian scan statistics for forecasting the spread of infectious diseases

Mclean, VA, US

• Developed a containerized approach to seamlessly integrate new simulations
• Implemented grid computing to support large-scale, theater-level war-game simulations

Houston, TX, US

• Constructed electrical testing apparatuses for use on STS-123 and STS-124 and the ISS
• Authored extensive technical documentation detailing the operation of space shuttle flight hardware and instructions on how to diagnose problems with said hardware

Orlando, FL, US

• Refined the optical flow algorithm to counteract video compression artifacts prevalent in dash cams
• Converted drone-focused object detection software from MATLAB to Java

Master Of Science (M.S.), Computer Engineering

Bachelor Of Science (B.S.), Computer Engineering