In this video, I’ll walk you through 5 AI infrastructure projects in the order I’d build them.
For each one, I’ve explained how to approach it step by step and covered the concepts that come up in interviews, from KV cache and inference metrics to cold starts and cost trade-offs.
Don’t have access to GPUs? Watch till the end. You'll learn how to build most of these projects on a laptop.
I’ve linked all the repos and resources here:
https://www.tech5ense.com/p/5-ai-infrastructure-projects-to-build-in-2026
CHAPTERS:
00:00 Intro
00:59 Role Of AI Infrastructure Engineer
01:38 Project 1
05:00 Project 2
07:56 Project 3
10:51 Project 4
11:26 Project 5
13:50 What If You Don't Have GPUs?
14:21 Key Takeaway
14:53 Outro
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🙋♀️ ABOUT ME
I’m Vishakha ☁️; A Cloud Architect and DevOps enthusiast who loves turning complex cloud concepts into simple, practical insights you can actually use. You’ll find real-world projects 💻 quick explainers ☕ and honest career advice 💬; From Kubernetes and Terraform to landing roles and building your tech brand, I keep things approachable, actionable, and a little fun so learning Cloud and DevOps actually feels exciting.
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