JC Diamante's
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Search practical notes, tutorials, project breakdowns, and research lessons from my software engineering and AI work.

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1 article in Healthcare AI

July 7, 202610 min read

Can't Use Cloud AI on Patient Data? Here's How I Built an ICU Mortality Predictor with Local LLMs

I built a reproducible ICU mortality predictor for UT Austin's AI in Healthcare course using MIMIC-III data. The catch? I couldn't use ChatGPT, Claude, or any cloud AI - credentialed patient data has to stay local. Here's how I ran it all on-device with Gemma 4, Qwen3 Coder, and a MacBook Pro.

Local AI Healthcare AI Machine Learning

Read Article

1 article in Healthcare AI

July 7, 202610 min read

Can't Use Cloud AI on Patient Data? Here's How I Built an ICU Mortality Predictor with Local LLMs

I built a reproducible ICU mortality predictor for UT Austin's AI in Healthcare course using MIMIC-III data. The catch? I couldn't use ChatGPT, Claude, or any cloud AI - credentialed patient data has to stay local. Here's how I ran it all on-device with Gemma 4, Qwen3 Coder, and a MacBook Pro.

Local AI Healthcare AI Machine Learning

Read Article

JC Diamante'sBlog

Can't Use Cloud AI on Patient Data? Here's How I Built an ICU Mortality Predictor with Local LLMs

Can't Use Cloud AI on Patient Data? Here's How I Built an ICU Mortality Predictor with Local LLMs

JC Diamante's
Blog