I develop machine learning systems and autonomous agents for platforms operating in contested, resource-constrained environments. My work focuses on resilient perception, decision-making, and autonomy under uncertainty, with an emphasis on building operationally grounded datasets, training robust policies, and validating performance in real-world deployment conditions.
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