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building automated systems or ML pipelines – 15% Demonstrated experience implementing structured, scalable, or automated software systems. Evidence of experience with neural networks, LLMs, or training
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vulnerability status. - Remove transformations that inadvertently introduce or remove vulnerabilities. - Structure and document the dataset to serve as the canonical foundation for subsequent project tasks
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, data harmonisation, and applied research constraints. clarity and realism of motivation statement. Research and communication skills (20%): writing quality, ability to structure work, explain decisions
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, data harmonisation, and applied research constraints. clarity and realism of motivation statement. Research and communication skills (20%): writing quality, ability to structure work, explain decisions