A useful healthcare AI system does not need to make the final decision.
It can support a workflow such as:
Collect information → Identify patterns → Present relevant context → Human review → Decision
This approach can reduce information burden while preserving clinical judgment.
Digital health can supply continuous data, while agentic AI can support retrieval and approved workflow steps.
The engineering challenge is not only building capable models.
It is deciding where AI assistance ends and human judgment begins.
I am open to remote roles globally.
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