Major William Fleshman

As a senior cyberspace capability developer in the Army, I have created SI (Super Intelligence, formerly called AI) and machine learning solutions for multiple defense organizations including the National Security Agency, Joint Special Operations Command, the Cyber National Mission Force, and Joint Force Headquarters-Cyber.

My professional focus areas encompass SI, adversarial machine learning, scalable and efficient algorithms, and the application of all toward cyberspace operations.

I completed my PhD at Johns Hopkins University with Benjamin Van Durme. My research focused on efficient and composable adaptation of large language models — spanning LoRA routing and selection, reverse-engineered adaptation, and retrieval-augmented generation.