The abstract is a short note about the session, for example: "This talk describes how Python replaced spreadsheets in our laboratory, and helped us streamline our work and improve accuracy". Please write at most 50 words.

The description tells us more about your session. Why do you think it's interesting? What will the audience learn? Who do you hope will benefit from attending? Include an outline of the structure of the session, from introduction to conclusion. Please write at least 50 words.

These notes are meant for the organiser and won't be made public.

Use this if you want an illustration to go with your proposal. Please do not upload files larger than 10.0MB!This content will be shown publicly.

If you have a co-speaker, please add their email address here, and we will invite them to create an account. If you have more than one co-speaker, you can add more speakers after finishing the proposal process.