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I build verifiable AI for high-stakes systems — evaluation frameworks, deterministic decision-support, and governed LLM pipelines, applied where errors are expensive: energy, finance, and cybersecurity.
Deterministic, auditable AI where a wrong answer carries real cost — physical, financial, or adversarial.
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Full list of 12+ publications available on request.
Working on governed AI for energy, finance, or security — or want a rigorous second opinion on model reliability? Reach out.