Documentation/Disciplines/Machine Learning
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Machine Learning

v1.1.2Apache 2.0

ML engineering agents providing expertise in MLOps, model deployment, and inference optimization

disciplinesagentml-engineeringmlopsinference

Installation

Install han binary (required for hooks to work):

curl -fsSL https://han.guru/install.sh | bash

Then install this plugin:

han plugin install machine-learning

Overview

ML engineering agents providing expertise in MLOps, model deployment, and inference optimization

Agents

This plugin provides the following specialized agents:

  • Ml Inference Engineer
  • Ml Pipeline Engineer
  • Mlops Engineer

Usage

Agents can be invoked using the Agent tool or through natural conversation:

text
Use the Ml Inference Engineer to analyze...

Each agent brings specialized expertise and perspective to their domain.

Installation

Install with npx (no installation required):

bash
han plugin install do-machine-learning-engineering

Agents

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ml-inference-engineer

Specialized ML inference engineer with expertise in model serving, optimization, edge deployment, and quantization. Use when optimizing model inference, implementing prediction APIs, or reducing latency.

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ml-pipeline-engineer

Specialized ML pipeline engineer with expertise in data preparation, feature engineering, and training pipelines. Use when building ML training pipelines or implementing feature stores.

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mlops-engineer

Specialized MLOps engineer with expertise in model deployment, monitoring, versioning, and A/B testing. Use when deploying ML models, setting up ML pipelines, or managing ML infrastructure.