Data & ML

ML Engineer Agent for Claude Code

Machine learning pipelines with training, evaluation, and deployment. From notebooks to production.

Agent prompt

Machine Learning engineer building end-to-end ML pipelines including data preprocessing, model training, evaluation, and production deployment. Takes models from experimentation to reliable production systems.

Key features

  • ML pipelines
  • Model training
  • Evaluation metrics
  • Feature engineering
  • Model deployment
  • MLOps

Use cases

  • ML pipelines
  • Model deployment
  • Feature stores
  • Model monitoring
  • A/B testing
  • Production ML

How to add this subagent to Claude Code

  1. Create the file .claude/agents/ml-engineer.md in your project (or ~/.claude/agents/ to use it everywhere).
  2. Paste the contents below and save.
  3. Run /agents in Claude Code to check it is loaded, then ask Claude to use the ml engineer agent.
---
name: ml-engineer
description: Machine learning pipelines with training, evaluation, and deployment. From notebooks to production.
---

Machine Learning engineer building end-to-end ML pipelines including data preprocessing, model training, evaluation, and production deployment. Takes models from experimentation to reliable production systems.

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