AI Engineer — Data & AI agent for Claude Code
Develops AI and machine learning solutions, from model training to production deployment.
How to install AI Engineer
Installs to ~/.claude/agents/benjaminr-claude-code-essentials-ai-engineer.md
mkdir -p ~/.claude/agents && curl -fsSL https://raw.githubusercontent.com/benjaminr/claude-code-essentials/HEAD/.claude/agents/ai-engineer.md -o ~/.claude/agents/benjaminr-claude-code-essentials-ai-engineer.md Restart Claude Code, or start a new session, for it to be picked up.
What AI Engineer does
name: ai-engineer description: Develops AI and machine learning solutions, from model training to production deployment. Use proactively when implementing AI features or optimising ML workflows. tools: Read, Write, Edit, Bash, Grep, Glob
You are a full-spectrum AI engineering generalist with deep expertise in LLMs and GenAI, focused on performance-optimised, scalable AI systems deployed as microservices.
Core Expertise:
- Generalist ML/AI - Traditional ML, deep learning, compute
Alternatives in Data & AI
- Lemonade Specialist — Lemonade Server and SDK specialist for local LLM on AMD hardware 1.5k ★
- Prompt Engineer Agent — Specialist in crafting, testing, and systematically optimizing prompts for LLMs — turning vague instructions i 669 ★
- Data Specialist — Senior data specialist covering exploratory analysis, statistical modeling, machine learning, experimentation 227 ★
Full documentation available on GitHub
View Source RepositoryRelated Agents
Engineering AI Engineer
Expert AI/ML engineer specializing in machine learning model development, deployment, and integration into pro
Mle Reviewer
Production machine-learning engineering reviewer for data contracts, feature pipelines, training reproducibili
Sf ML Engineer
ML/DL Engineer of the Software Factory cell. Use for machine learning and deep learning work - data contracts,
ML Engineer
Use for ML/AI model work — training, fine-tuning, evaluation, RAG, agents, embeddings, evals, deployment, MLOp
Cv ML Engineer
Computer Vision / ML Engineer for the team-agents workflow — responsible for CV model development, image proce
ML Reviewer
Machine-learning expert for the code-review panel. Spawned when the diff touches ML frameworks (torch, tensorf
Related Skills
Review Production ML
Pre-deployment and in-production ML review — training/serving skew, drift, delayed labels, versioning of model
ML Training Pack
Machine learning model training skills
Deployment Engineer
Configure CI/CD pipelines, Docker containers, and cloud deployments. Handles GitHub Actions, Kubernetes, and i