Raj Kumar | AI Engineer & Technical Author

LLM Engineer

Placeholder roadmap for building and evaluating LLM systems.

Difficulty: advanced8-12 monthsUpdated 2026-08-01

Overview

Placeholder overview pending final roadmap content.

Learning Stages

Stage 1

Prompting

Placeholder stage for prompt control and evaluation.

Stage 2

RAG Systems

Placeholder stage for retrieval-augmented generation workflows.

Stage 3

Evaluation

Placeholder stage for model and system evaluation.

Skills

Prompt EngineeringRAGEvaluationVector DatabasesLLM Ops

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

Prompt Library

Placeholder resource for structured prompt collections and reusable prompts.

Research Papers

Placeholder resource for paper references and reading pathways.

Timeline

Prompting

Placeholder stage for prompt control and evaluation.

RAG Systems

Placeholder stage for retrieval-augmented generation workflows.

Evaluation

Placeholder stage for model and system evaluation.

Related Roadmaps

AI Engineer

Placeholder roadmap for the foundational AI engineering career path.

Prompt Engineering

Placeholder roadmap for structured prompt design and control.

Back to Roadmaps Next Roadmap

LLM Engineer

Placeholder roadmap for building and evaluating LLM systems.

Difficulty: advanced8-12 monthsUpdated 2026-08-01

Overview

Placeholder overview pending final roadmap content.

Learning Stages

Stage 1

Prompting

Placeholder stage for prompt control and evaluation.

Stage 2

RAG Systems

Placeholder stage for retrieval-augmented generation workflows.

Stage 3

Evaluation

Placeholder stage for model and system evaluation.

Skills

Prompt EngineeringRAGEvaluationVector DatabasesLLM Ops

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

Prompt Library

Placeholder resource for structured prompt collections and reusable prompts.

Research Papers

Placeholder resource for paper references and reading pathways.

Timeline

Prompting

Placeholder stage for prompt control and evaluation.

RAG Systems

Placeholder stage for retrieval-augmented generation workflows.

Evaluation

Placeholder stage for model and system evaluation.

Related Roadmaps

AI Engineer

Placeholder roadmap for the foundational AI engineering career path.

Prompt Engineering

Placeholder roadmap for structured prompt design and control.

Back to Roadmaps Next Roadmap