IterAI
Essays on AI, Cloud & Finance

by Nevin Selby

IterAI is a long-form newsletter written by Nevin Selby, where I share practical insights, lessons, and opinions on artificial intelligence, data engineering, and cloud systems based on my hands-on experience.

Feb 11, 2026

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9 min read

Love-Hate Relationship with AI

How a technology that helps with everyday life also makes us worry about jobs, identity, and what it means to be “useful.”

Nevin Selby

How I Use Machine Learning Every Day as an AI Engineer (Without Overcomplicating Everything)

Feb 4, 2026

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8 min read

How I Use Machine Learning Every Day as an AI Engineer (Without Overcomplicating Everything)

A honest, behind‐the‐scenes look at my real ML workflow: messy notebooks, tiny scripts, and knowing when to skip fancy agentic setups.

Nevin Selby

Jan 28, 2026

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8 min read

How I Turned My Portfolio Into an Automated, AI‐Powered Website

Rebuilding my developer portfolio so it updates itself

Nevin Selby

About the author

Nevin Selby is a software engineer and writer focused on AI, data, and cloud technologies. He also maintains a personal portfolio at nevinselby.github.io, where he documents his work and projects.

IterAIEssays on AI, Cloud & Financeby Nevin Selby

Love-Hate Relationship with AI

How I Use Machine Learning Every Day as an AI Engineer (Without Overcomplicating Everything)

How I Turned My Portfolio Into an Automated, AI‐Powered Website

About the author

IterAI

IterAI
Essays on AI, Cloud & Finance

by Nevin Selby