Raj Kumar | AI Engineer & Technical Author

RAG Engineer

Placeholder roadmap for retrieval-augmented generation systems.

Difficulty: advanced7-10 monthsUpdated 2026-08-01

Overview

Placeholder overview pending final roadmap content.

Learning Stages

Stage 1

Retrieval

Placeholder stage for search and ranking foundations.

Stage 2

Generation

Placeholder stage for response composition and grounding.

Stage 3

Production

Placeholder stage for deployment and reliability.

Skills

RetrievalVector DatabasesGroundingEvaluationLLMs

Recommended Projects

Enterprise RAG Platform

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

AngikaGPT

Placeholder case study for a context-aware knowledge assistant.

Recommended Resources

Architecture Diagrams

Placeholder resource for AI system architecture visuals and reference diagrams.

Research Papers

Placeholder resource for paper references and reading pathways.

Timeline

Retrieval

Placeholder stage for search and ranking foundations.

Generation

Placeholder stage for response composition and grounding.

Production

Placeholder stage for deployment and reliability.

Related Roadmaps

LLM Engineer

Placeholder roadmap for building and evaluating LLM systems.

AI Engineer

Placeholder roadmap for the foundational AI engineering career path.

Back to RoadmapsNext Roadmap Coming Soon

RAG Engineer

Placeholder roadmap for retrieval-augmented generation systems.

Difficulty: advanced7-10 monthsUpdated 2026-08-01

Overview

Placeholder overview pending final roadmap content.

Learning Stages

Stage 1

Retrieval

Placeholder stage for search and ranking foundations.

Stage 2

Generation

Placeholder stage for response composition and grounding.

Stage 3

Production

Placeholder stage for deployment and reliability.

Skills

RetrievalVector DatabasesGroundingEvaluationLLMs

Recommended Projects

Enterprise RAG Platform

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

AngikaGPT

Placeholder case study for a context-aware knowledge assistant.

Recommended Resources

Architecture Diagrams

Placeholder resource for AI system architecture visuals and reference diagrams.

Research Papers

Placeholder resource for paper references and reading pathways.

Timeline

Retrieval

Placeholder stage for search and ranking foundations.

Generation

Placeholder stage for response composition and grounding.

Production

Placeholder stage for deployment and reliability.

Related Roadmaps

LLM Engineer

Placeholder roadmap for building and evaluating LLM systems.

AI Engineer

Placeholder roadmap for the foundational AI engineering career path.

Back to RoadmapsNext Roadmap Coming Soon