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such as healthy living, transport, green energy, and advanced manufacturing. The role requires strong hands-on technical skills in modern AI, including deep learning, foundation models, LLMs, agents, and
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translational microbiome research AI and machine learning approaches for integrative multi-omics analysis and systems modeling Translation of microbiome discoveries into clinically actionable biomarkers and
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of professional experience in Python, C#, and Java, and extensive hands-on work with state-of-the-art machine learning frameworks (PyTorch, TensorFlow, JAX, Hugging Face Transformers). Demonstrated expertise in
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systems, copilots, AI assistants, no-code/low-code AI tools). Understanding of AI system deployment concepts and practical constraints relevant to business environments. Familiarity with machine learning
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, applying it to data analysis, econometric modelling, machine learning solutions, and the automation of research and data processing; Practical experience in the IT industry, developing, deploying, and
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or multimodal physiological signal analysis; Experience applying machine-learning or advanced statistical methods to biomedical data, preferably in a physiology-informed, hypothesis-driven, or interpretable
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and experimental research in the field of plasmonic nanostructures and related nanosystems, including proficiency in analytical and numerical simulations, as well as machine learning methods; work