---
title: "Discussion on \"Best Practices and Optimization Tips for MLOps with GitHub Actions\" | Hashnode"
description: "Discussion on \"Best Practices and Optimization Tips for MLOps with GitHub Actions\". MLOps and GitHub Actions series #5 | Learn the ins and outs of MLOps"
url: "https://hashnode.com/posts/best-practices-and-optimization-tips-for-mlops-with-github-actions/66a8cc7b27173bc0bbd7854a"
---

[Feed](https://hashnode.com/feed) /

Discussion

# [Best Practices and Optimization Tips for MLOps with GitHub Actions](https://blog.lo-victoria.com/best-practices-and-optimization-tips-for-mlops-with-github-actions?utm_source=hashnode&utm_medium=feed)

MLOps and GitHub Actions series #5 | Learn the ins and outs of MLOps

Jul 30, 2024 · 5 min read · blog.lo-victoria.com  
Updated Oct 11, 2024  
Read the article

-   [#mlops](https://hashnode.com/tag/mlops)
-   [#devops](https://hashnode.com/tag/devops)
-   [#ci-cd](https://hashnode.com/tag/ci-cd)
-   [#github](https://hashnode.com/tag/github)
-   [#github-actions-1](https://hashnode.com/tag/github-actions-1)

## Written by

[Victoria Lo](https://hashnode.com/@victoria)

@victoria · Singapore

  
[View profile](https://hashnode.com/@victoria)

A nerd in books, tea, games and software.

I'm a solutions engineer lead, GitHub Star, Director of WomenDevsSG, and co founder of ragTech. I work at the intersection of tech, systems, and leadership, and this blog is where I share my journey through all three. Expect honest reflections, real experiences, and thoughts that are still forming rather than polished career advice.

## Responses 2

Markdown supported · ⌘↵ to post

[Armin B.](https://hashnode.com/@arminb)

[Apr 21, 2025](https://hashnode.com/posts/best-practices-and-optimization-tips-for-mlops-with-github-actions/66a8cc7b27173bc0bbd7854a/comment/68060aa92329b9328b2ee6da)

Thank you Victoria for ur insightful series!

[Victoria Lo](https://hashnode.com/@victoria)

[Apr 23, 2025](https://hashnode.com/posts/best-practices-and-optimization-tips-for-mlops-with-github-actions/66a8cc7b27173bc0bbd7854a/comment/68060aa92329b9328b2ee6da#reply-680849fc0c87f12c7d5b365d)

Glad it was insightful for u [Armin B.](https://hashnode.com/@arminb)

[Majd Hemud](https://hashnode.com/@M3CV1NO)

[Jul 30, 2024](https://hashnode.com/posts/best-practices-and-optimization-tips-for-mlops-with-github-actions/66a8cc7b27173bc0bbd7854a/comment/66a909435a0250cd4d465cef)

Will done [Victoria Lo](https://hashnode.com/@victoria), keep up the great work 👍🏻😎

[Victoria Lo](https://hashnode.com/@victoria)

[Jul 31, 2024](https://hashnode.com/posts/best-practices-and-optimization-tips-for-mlops-with-github-actions/66a8cc7b27173bc0bbd7854a/comment/66a909435a0250cd4d465cef#reply-66a99fdda61cd0f6c7d563bd)

Many thanks for the constant support [Majd Hemud](https://hashnode.com/@M3CV1NO) 😎👍🏻

[Majd Hemud](https://hashnode.com/@M3CV1NO)

[Jul 31, 2024](https://hashnode.com/posts/best-practices-and-optimization-tips-for-mlops-with-github-actions/66a8cc7b27173bc0bbd7854a/comment/66a909435a0250cd4d465cef#reply-66a9b26a1ed5652e69040783)

anytime 👍🏻