Kalyan Ram Kanagala

I am an M.S. Data Science student at UMass Dartmouth, where I work on the security, evaluation, and reliability of large language models — jailbreak robustness, adversarial prompt optimization, and agentic AI — with uncertainty quantification as a throughline. Previously a guest research associate at NIST, where I worked on probabilistic machine learning and Bayesian nonparametric models for commercial HVAC equipment.

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I'm interested in Bayesian Nonparametrics,adversarial learning, bandits, and causal inference .