@mukhopadsdh

Artem Mukhopad

@mukhopadsdh

DevOps, development, and the tools modern teams rely on.

Joined June 2025

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Artem Mukhopad's blogs

Software Development HUBsoftware-development-hub.hashnode.dev46 posts

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AMArtem Mukhopadsoftware-development-hub.hashnode.devMay 22 · 7 min read

Enterprise AI Is Quietly Becoming a Systems Engineering Discipline

For several years, enterprise AI conversations largely revolved around experimentation. Companies explored chatbots, tested generative AI tools, evaluated machine learning models, and launched pilot p

AMArtem Mukhopadsoftware-development-hub.hashnode.devMay 8 · 7 min read

The Rise of “AI Middleware”: The Layer No One Talks About

When people discuss artificial intelligence, the conversation usually focuses on models. Which model performs better.Which one generates the best responses.Which company released the latest breakthrou

AMArtem Mukhopadsoftware-development-hub.hashnode.devApr 28 · 7 min read

Build vs Buy in Machine Learning: When Should You Go Custom?

As machine learning becomes a core capability for modern businesses, a critical question emerges early in the journey. Should you build your own machine learning solution or rely on existing tools and

AMArtem Mukhopadsoftware-development-hub.hashnode.devApr 17 · 7 min read

Building Future-Proof Systems: Why Portability Is the New Standard

Technology environments are evolving at a pace that few organizations could have predicted even a few years ago. New tools, platforms, and frameworks emerge constantly, while business expectations con

AMArtem Mukhopadsoftware-development-hub.hashnode.devApr 2 · 6 min read

The Hidden Cost of Bad Data in RAG Systems

Retrieval-Augmented Generation (RAG) is often presented as a solution to one of AI’s biggest challenges: unreliable outputs. By connecting a language model to external data, RAG promises more accurate

Artem Mukhopad

About

Available for

Artem Mukhopad's blogs

Recently published

Enterprise AI Is Quietly Becoming a Systems Engineering Discipline

The Rise of “AI Middleware”: The Layer No One Talks About

Build vs Buy in Machine Learning: When Should You Go Custom?

Building Future-Proof Systems: Why Portability Is the New Standard

The Hidden Cost of Bad Data in RAG Systems

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Artem Mukhopad

About

Available for

Artem Mukhopad's blogs

Recently published

Enterprise AI Is Quietly Becoming a Systems Engineering Discipline

The Rise of “AI Middleware”: The Layer No One Talks About

Build vs Buy in Machine Learning: When Should You Go Custom?

Building Future-Proof Systems: Why Portability Is the New Standard

The Hidden Cost of Bad Data in RAG Systems