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GenAI Engineer Roadmap: A Practical Path

From Python basics to shipping a full RAG application.

6 min read · Skill IT Education

Programming fundamentals first

Python fluency is the entry ticket — nearly all AI tooling, APIs, and frameworks are Python-first.

Understand LLMs before building with them

Knowing how language models actually generate text — and where they reliably fail — shapes every design decision that follows, from prompting to system architecture.

Build toward a real, shipped project

A working RAG application or AI agent, built end to end, demonstrates far more than a list of tools you've read about — it's the difference employers actually look for.

Keep going

Want the structured version of this?

This article is the short version. The full program covers it hands-on, in labs, with a mentor reviewing your work.

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