Learning Paths
Roadmaps for your transition
Each path is a curated sequence of notes that builds from your developer foundation to your target AI role — in the right order, with nothing skipped.
PATH 01
Developer to AI Engineer
The complete roadmap for software developers transitioning into AI engineering roles.
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PATH 02
Developer to GenAI Engineer
Everything a developer needs to build with generative AI: LLMs, prompting, RAG and agents.
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PATH 03
LLM Engineering Roadmap
From tokenisation to fine-tuning, deployment and inference optimisation.
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PATH 04
RAG Engineer Roadmap
Embeddings, vector databases, retrieval pipelines and RAG evaluation.
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PATH 05
AI Agent Engineer Roadmap
Tool use, planning, orchestration and production agent systems.
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PATH 06
GenAI Interview Preparation
Handwritten answers, diagrams and code for GenAI technical interviews.
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