Raj Kumar | AI Engineer & Technical Author

AI Engineer

Placeholder roadmap for the foundational AI engineering career path.

Difficulty: intermediate6-9 monthsUpdated 2026-08-01

Overview

Placeholder overview pending final roadmap content.

Learning Stages

Stage 1

Foundations

Placeholder stage for core AI engineering fundamentals.

Stage 2

Systems

Placeholder stage for production system thinking.

Stage 3

Production

Placeholder stage for delivery and deployment readiness.

Skills

PythonLLMsRAGMLOpsSystem Design

Recommended Projects

Enterprise RAG Platform

Placeholder case study for a production retrieval-augmented generation platform.

SmartLendXAI

Placeholder case study for an AI-assisted lending workflow.

Recommended Resources

Architecture Diagrams

Placeholder resource for AI system architecture visuals and reference diagrams.

Cheat Sheets

Placeholder resource for concise AI engineering reference sheets.

Timeline

Foundations

Placeholder stage for core AI engineering fundamentals.

Systems

Placeholder stage for production system thinking.

Production

Placeholder stage for delivery and deployment readiness.

Related Roadmaps

LLM Engineer

Placeholder roadmap for building and evaluating LLM systems.

Data Engineer

Placeholder roadmap for data infrastructure supporting AI systems.

Back to Roadmaps Next Roadmap

AI Engineer

Placeholder roadmap for the foundational AI engineering career path.

Difficulty: intermediate6-9 monthsUpdated 2026-08-01

Overview

Placeholder overview pending final roadmap content.

Learning Stages

Stage 1

Foundations

Placeholder stage for core AI engineering fundamentals.

Stage 2

Systems

Placeholder stage for production system thinking.

Stage 3

Production

Placeholder stage for delivery and deployment readiness.

Skills

PythonLLMsRAGMLOpsSystem Design

Recommended Projects

Enterprise RAG Platform

Placeholder case study for a production retrieval-augmented generation platform.

SmartLendXAI

Placeholder case study for an AI-assisted lending workflow.

Recommended Resources

Architecture Diagrams

Placeholder resource for AI system architecture visuals and reference diagrams.

Cheat Sheets

Placeholder resource for concise AI engineering reference sheets.

Timeline

Foundations

Placeholder stage for core AI engineering fundamentals.

Systems

Placeholder stage for production system thinking.

Production

Placeholder stage for delivery and deployment readiness.

Related Roadmaps

LLM Engineer

Placeholder roadmap for building and evaluating LLM systems.

Data Engineer

Placeholder roadmap for data infrastructure supporting AI systems.

Back to Roadmaps Next Roadmap