You’ve built an awesome machine learning model

You want to do some audio processing using Librosa

You’ve decided you want to use AWS Lambda functions for your backend.

Banging your head against the wall in frustration ← you are here

If you’re reading this, you probably find yourself in a similar situation to me where you’re trying to leverage the magic Librosa in an AWS Lambda function. You’re also most likely reading this because you really just can’t get everything to play nicely together. If that’s so, you have come to the right place. …


For the past 12 months I have been working on some exciting changes to Offix with the rest of the Offix team and the Offix core contributors. The offline experience has and will always be the main focus and key driver for Offix. We have been asking ourselves how we can improve on this and make this experience even better. We have decided to create the Offix DataStore and replace our previous offline client.

What is the offline experience?

Generally speaking when building your application you might often overlook consistency issues. Imagine that your user opened an existing form application and spent 2 minutes filling…


The coronavirus pandemic has presented loads of new challenges to almost every sphere of life. Everyone had to make a sudden shift to working and studying remotely and this shift looks like it will be the new normal for the next while.

This move to working and studying from home has also presented a few issues with software licensing for some of the applications we need to use for school assignments. Ableton Live is one of these applications that we need for our last year of college and the college has graciously loaned us a Mac for the year. The…

Gianluca Zuccarelli

Software developer @ Red Hat

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