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Building a Production-Grade De-identification Annotation Server

What I learned while turning a clinical text de-identification model into a scalable API with GPU inference, batching, deployment automation, and Kubernetes scaling.

De-identificationClinical AIInfrastructure
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Four Requirements for AI in Health

AI in healthcare only works when data, compute, clinical expertise, and governance are all in place together.

AI in HealthHigh-level thinking
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