I’m Graydon Diaz, a software engineer who progressed from foundational application development to leading AI/ML engineering roles within regulated healthcare environments. I built expertise through hands-on delivery of production systems, gradually taking ownership of increasingly complex technical domains—from backend services and data pipelines to machine learning deployment and LLM integration.
Now I specialize in responsible AI implementation that enhances clinical workflows while maintaining strict HIPAA compliance and patient safety standards. I partner with clinicians to design AI interfaces that improve patient outreach, scheduling, and medication adherence, and I establish rigorous model validation, bias detection, and audit trails. I also focus on secure data handling, observability, and collaboration with security teams to ensure privacy and compliance throughout the ML lifecycle.
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