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We had a healthcare claims platform stuck at 45% recall on medical coding. Not 45% on a benchmark. 45% recall on CPT and ICD code assignment, in a sys…
We’ve all been there: it’s 7:00 PM, you’re exhausted after a long sprint, and you open a food delivery app. Your brain screams "Double Cheeseburger," …
How I used the Model Context Protocol, Gemini Vision, and AES-256 encryption to let Claude answer questions about your personal health data — without …
We’ve all been there. You start your morning feeling like a Productivity God, sitting straight and typing at 120 WPM. Fast forward four hours, and you…
If you've ever built a batch RAF job, you know the awkward truth: by the time the score lands, the encounter that produced it is long over. The intere…
Why Episia I am an MD candidate and a self-taught Python developer. Over the past year, working with epidemiological surveillance data in a resource-l…
How we built a medicine-substitution engine that refuses to be clever There is a category of bugs where the code looks perfectly correct in code revie…
Healthcare data projects tend to fail in the seams. The EHR exports one shape of patient data. The payer system expects another. Claims, labs, eligibi…
Imagine your smartwatch detects an irregular heart rhythm at 3 AM. Instead of just waking you up with a frantic "beep," an AI agent immediately analyz…
Building AI tools for healthcare is one of the most rewarding spaces in tech right now, but it's also a minefield of unique workflow hurdles. Many dev…
TL;DR — Six-week solo build of a Hindi voice-to-form pipeline for India's ~1 million community health workers. Two deployment modes: a workstation pat…
Walk into almost any hospital, and you’ll see nurses relying on simple visual checks to monitor IV fluid levels. It’s a dangerous gap in medical care—…
How We Built ElderEase: An AI-Powered Healthcare Platform for Seniors Healthcare technology is often built for hospitals and professionals — not for e…
We’ve all been there: you get your blood test results back, see a bunch of numbers in bold with "High" or "Low" next to them, and immediately spiral i…