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application end stations to be used for imaging, absorption/reflection spectroscopy, and other quantum sensing techniques. Practical working knowledge and hands‑on experience with lasers and optics, spanning
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knowledge-grounded reasoning with flexible machine learning Tools that reduce manual burden while preserving traceability and clinical interpretability This position offers the opportunity to publish novel
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with data engineering and MLOps (e.g., SQL, Spark, Airflow, Docker, Kubernetes). Knowledge of responsible/ethical AI for health: fairness/equity, interpretability, robustness, privacy (e.g., differential
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