---
title: "Discussion on \"Tech Ecosystem Observatory: How I Built a Cloud-Native Data Pipeline to Track Global Tech Layoffs vs YC Startup Activity\" | Hashnode"
description: "Discussion on \"Tech Ecosystem Observatory: How I Built a Cloud-Native Data Pipeline to Track Global Tech Layoffs vs YC Startup Activity\". Just completed my DEZ Zoomcamp 2026 capstone project — the Tech Ecosystem Observatory\nBuilt a full cloud-native batch data pipeline from scratch that answers: which industries are shedding the most jo"
url: "https://hashnode.com/posts/tech-ecosystem-observatory-how-i-built-a-cloud-native-data-pipeline-to-track-global-tech-layoffs-vs-yc-startup-activity/69ca2d04dee5c7de3cb0e2d1"
---

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# [Tech Ecosystem Observatory: How I Built a Cloud-Native Data Pipeline to Track Global Tech Layoffs vs YC Startup Activity](https://ryan-giggs.hashnode.dev/tech-ecosystem-observatory-how-i-built-a-cloud-native-data-pipeline-to-track-global-tech-layoffs-vs-yc-startup-activity?utm_source=hashnode&utm_medium=feed)

Just completed my DEZ Zoomcamp 2026 capstone project — the Tech Ecosystem Observatory Built a full cloud-native batch data pipeline from scratch that answers: which industries are shedding the most jo

Mar 30 · 1 min read · ryan-giggs.hashnode.dev  
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## Written by

[Ryan Giggs](https://hashnode.com/@Derrick-Ryan-Giggs)

@Derrick-Ryan-Giggs · Eldoret, Kenya

  
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Ryan Giggs is on a path to Data Engineering

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