Projects

Roysdon AI & Cyber Toolbox

Overview

The Roysdon AI & Cyber Toolbox brings together applied mathematics, modern machine learning, and cyber-network analysis into a cohesive engineering toolkit. This toolbox reflects both peer-reviewed research and operational analytics work. (*)

Toolboxes

Simulation & Analysis

• TabMT Generating Tabular data with Masked Transformers. This work should be credited to my brilliant co-author, Manbir Gulati, who presented at NeurIPS 2023 and earned the Leidos CTO Award.
• ilpLite is a complete implementation of integer linear programming for network analysis.
• JPDAF is a complete implementation of a joint-probability data-association filter (JPDAF); basically a cascaded EKF for object tracking.
• Network Flow performs a network flow anaysis using ilpLite.
• OFDM is an advanced sim for othogonal frequency division multiplexing.

(*) This repo is a collection of tools from my personal research and publications.