---
title: "Machine Learning Engineer - Air Market"
description: "Getting a model working is one problem; knowing it works and keeping it running is another. This gives Claude machine learning engineering depth across PyTorch, scikit-learn, model evaluation and MLO…"
canonical: "https://airmarket.ai/app/ml-engineer"
---

[Air Market](/) / [Data & Analytics](/category/data) / Machine Learning Engineer

Skill by [RightNow](/@rightnow-ai)

# Machine Learning Engineer

Take a model from notebook to something that runs in production

## What this does

Getting a model working is one problem; knowing it works and keeping it running is another. This gives Claude machine learning engineering depth across PyTorch, scikit-learn, model evaluation and MLOps. Reach for it when you are building a model and need the evaluation and deployment side treated as seriously as the training.

### Top 3 things it does for you

- Build a model in PyTorch or scikit-learn
- Evaluate whether a model is actually good
- Get a model into production

## Information

**Machine Learning Engineer at a glance**

|  |  |
| --- | --- |
| Kind | Skill |
| Publisher | [RightNow](/@rightnow-ai) |
| Category | [Data & Analytics](/category/data) |
| Works with | Agent Skills - an open standard supported by 40+ agents |
| Size | 4 KB |
| Licence | Apache-2.0 |
| Repository | [RightNow-AI/openfang](https://github.com/RightNow-AI/openfang/tree/3cce1eb3fb19ad590a0937e039a8bf8bc09aba13/crates/openfang-skills/bundled/ml-engineer) |
| GitHub stars | 18,135 (as of Nov 2026) |

## Security report

**Verified.** AIR scanned this exact version of Machine Learning Engineer and flagged nothing. AIR's verdict: **safe**.

**What Machine Learning Engineer's check was run against**

|  |  |
| --- | --- |
| Commit | 3cce1eb3fb19ad590a0937e039a8bf8bc09aba13 |
| Content hash | 3533b73b62f49e560c8e3f3f11a61170f6a1699175c5b52807c00709658af524 |
| Files read | [Browse the files at this exact commit](https://github.com/RightNow-AI/openfang/blob/3cce1eb3fb19ad590a0937e039a8bf8bc09aba13/crates/openfang-skills/bundled/ml-engineer/SKILL.md) |

A scan is named by the exact content it read, not by a version number. A different version is a different artifact, and nothing here applies to a version AIR has not scanned.

[Read the full security report for Machine Learning Engineer](/security/ml-engineer)

## About Machine Learning Engineer

Machine learning work spans more than training: choosing the framework, judging the result honestly, and running it afterwards. This skill covers that span as an engineering discipline.

It brings expertise in PyTorch and scikit-learn together with model evaluation and MLOps, so the work does not stop at a result that looks good in isolation.

## What's inside

- SKILL.md - instructions

## Questions

### Is Machine Learning Engineer safe to install?

AIR scanned this exact version of Machine Learning Engineer and flagged nothing. AIR's verdict: safe. The verdict is named by the content that was read, at commit 3cce1eb3fb19, so it cannot drift onto a version nobody scanned. The full report is at https://airmarket.ai/security/ml-engineer.

### How do I install Machine Learning Engineer?

Open https://airmarket.ai/app/ml-engineer on Air Market and use the install action: Air Market hands Claude a prompt naming this exact skill, and Claude sets it up. Source, pinned to the exact commit this listing describes: https://github.com/RightNow-AI/openfang/tree/3cce1eb3fb19ad590a0937e039a8bf8bc09aba13/crates/openfang-skills/bundled/ml-engineer. Install from that link, not the branch.

## Related on Air Market

- [More Data & Analytics listings](/category/data)
- [Everything by RightNow](/@rightnow-ai)

---

Canonical URL: <https://airmarket.ai/app/ml-engineer>