HACKER Q&A
📣 burakcvlk

I built an ML pipeline automation framework – how can I improve it?


Hi HN,

I’m working on an open-source ML automation framework called MLFCrafter.

It’s designed to help build modular, reusable machine learning pipelines using components like CleanerCrafter, ScalerCrafter, ModelCrafter, all connected via a MLFChain.

Here’s the repo: https://github.com/brkcvlk/MLFCrafter

I’d love feedback on:

What features would make this more useful for real-world ML projects?

How can I improve usability and adoption?

Tips on growing an open-source project from solo development to a widely used framework?

Thanks in advance for any advice or thoughts!


  👤 hardwaresofton Accepted Answer ✓
Not an ML guy, but getting people to use a new framework is going to be super hard in a field like ML that is churning at such an insane rate. I’m not an insider but I just can’t imagine anyone with real skin in the game and deadlines has the time to jump in.

It’s tough but would you be willing to consider adding value to the metaflow ecosystem instead?