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What We Can Learn from Netflix Chaos Engineering for Model Robustness
LLMs don’t just fail silently — they fail expensively. Here's how chaos engineering principles can prevent your model from becoming a black box in…
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Sharon Sahadevan
Kubernetes Was Never Meant for LLMs - So Why Are We Doing It Anyway?
In 2023, Kubernetes became the go-to platform for everything.
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Sharon Sahadevan
Coding Challenge #5 Parallel Ping Tool in Go
DevOps Coding Challenge #2: Parallel Ping Tool in Go
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Sharon Sahadevan
Do I Need a Math Background to Understand Machine Learning?
Machine learning is not just math and code — it's about patterns, predictions, and perception
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Sharon Sahadevan
LLMs: What DevOps Engineers Actually Need to Know
Everyone is talking about LLMs. Few understand how they work. Even fewer know how to run them in production.
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Sharon Sahadevan

May 2025

You Don’t Need to Be a Mathematician to Be an MLOps Engineer
Why Systems Thinking, Not Calculus, Will Make You Great at ML Infrastructure
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Sharon Sahadevan
How I Installed NVIDIA Drivers on an Azure H100 VM (Airgapped Setup)
A Step-by-Step Guide to Installing NVIDIA Drivers and CUDA on Azure H100 SXM VMs in Airgapped Environments
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Sharon Sahadevan
Coding Challenge #5: Kubernetes Autoscaling Simulator
Practical coding challenge for Devops Engineers.
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Sharon Sahadevan
Kubernetes Services: Understanding Request Flow
Understand ClusterIP, NodePort, LoadBalancer, and Ingress.
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Sharon Sahadevan

April 2025

© 2025 Sharon Sahadevan
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