I have been selected as a Software Sustainability Institute fellow πŸŽ‰

I'm so stoked to finally share this with you!

With the help of this fellowship, I will create content around πŸ€– sustainable machine learning applications in research!

Here's what that means!

πŸŽ₯ Let's start this out with the application video!

It's not my usual style, as you know if you follow my Youtube.

It specifically asks for a 6-minute video of a slide-show presentation.

Can you tell I was nervous?

πŸ” The Reproducibility Crisis

Machine learning can do amazing feats. BUT time and time again, we see problems reproducing the findings.

Why?

  • Randomness of neural networks
  • Software versions
  • Different hardware
  • Proprietary data
  • Proprietary labels

πŸ’₯ Sustainable Machine Learning Applications

Let's educate researchers not in ML on how to make their awesome experiments using ML reproducible.

The plan from the video: πŸ› οΈ Create a workshop for ML applications πŸŽ₯ Keep going with YouTube βœ’οΈ Write more articles πŸ“£ More Talks

πŸ› οΈ The Workshop

What does Workshop for Sustainable Machine Learning applications in Research look like?

Open to ideas, here's a start

  • fix random seeds
  • provide software versions
  • use best practices
  • interpretable and explainable AI

Maybe PyData will have me?

πŸŽ₯ Keep Youtube going

My Youtube revolves around

  • πŸ€– machine learning
  • πŸ’Ύ data science
  • 🐍 Python programming
  • πŸ‘” careers

And I love talking about making these accessible. Access to open software is at the core of making research reproducible and good.

βœ’οΈWriting

I wrote 60 articles last year.

These two fall squarely into the content that will help you make machine learning work in your research.

Get a Software Person!

If Your Model Doesn't Work, Make it Smaller

πŸ“£ Talks

I have presented a bunch of my research, but that's very different to giving a PyData conference talk.

With the help of the amazing mentors for first-timers like myself, I started the "How to Guarantee ..." - series

Here's a playlist.

🀳 Quick plug

Check out the announcement!

And have a peek at my profile

Isn't that neat?!

Conclusion

For this Software Sustainability Institute 2022 fellowship I plan to:

  • Create a workshop for ML applications
  • Keep going with YouTube
  • Write more articles
  • Give More Talks

I can't wait! πŸŽ‰