---
title: "Discussion on \"Building VitalPulse —\nReal-Time Patient Monitoring\nat Data Engineering Scale\" | Hashnode"
description: "Discussion on \"Building VitalPulse —\nReal-Time Patient Monitoring\nat Data Engineering Scale\". Every second, a patient in an ICU generates dozens of physiological signals. The gap between a dangerous arrhythmia and a clinical response can be measured in minutes. This project asks: what would it"
url: "https://hashnode.com/posts/building-vitalpulse-real-time-patient-monitoring-at-data-engineering-scale/69cb8faa4b49f4a8e925d209"
---

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# [Building VitalPulse — Real-Time Patient Monitoring at Data Engineering Scale](https://data-engineering-ahm.hashnode.dev/building-vitalpulse-real-time-patient-monitoring-at-data-engineering-scale?utm_source=hashnode&utm_medium=feed)

Every second, a patient in an ICU generates dozens of physiological signals. The gap between a dangerous arrhythmia and a clinical response can be measured in minutes. This project asks: what would it

Mar 31 · 12 min read · data-engineering-ahm.hashnode.dev  
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## Written by

[Ahmed Ghannam](https://hashnode.com/@ahmad-ghannam)

@ahmad-ghannam

  
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software engineer

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