AMMVER
Explainable Forecasting / Defence AI
Led engineering for Vimy's DND IDEaS Fast Forward project forecasting global emerging threats using a hybrid neural-network and hidden-Markov-model approach. Built and presented an explainable conflict-forecasting concept live to a technical and military review audience, tying public information, statistical modeling, and machine-learning forecasts into a decision-support workflow.
Hybrid neural networks, Hidden Markov models, Explainable AI, Conflict forecasting, DND IDEaS, Decision support, Policy-aware outputs