Catherine Nelson

Catherine Nelson

@catnelson.bsky.social

Building something new Author of "Software Engineering for Data Scientists"

1.3K followers106 following24 posts

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I'm all in on coding with AI. Most days it makes me feel like when I first discovered Python - many new things are possible! This classic from xkcd (xkcd.com/353/) sums it up. Then other days, Claude says things like "Let me read the current state of the file before guessing" and I'm back to earth.

I really enjoyed this! Thank you @mkennedy.codes for inviting me on the show. Our conversation included refactoring notebooks, testing notebook-derived code, and changing your mindset when you're moving to production code. There's also a book giveaway - see the show notes to enter!

And if you weren't able to attend my talk, here's the slides and code: github.com/catherinenel... Book signing - 2pm today at the Anvil booth in the expo hall

github.comGitHub - catherinenelson1/from_notebooks_to_scalable: Code and slides for the talk "Going from Notebooks to Scalable Systems", PyCon 2025Code and slides for the talk "Going from Notebooks to Scalable Systems", PyCon 2025 - catherinenelson1/from_notebooks_to_scalable
Catherine Nelson@catnelson.bsky.social

I'm heading to #PyConUS! I'm excited to present a talk on best practices for moving from Jupyter notebooks to Python scripts that scale. And thanks to the awesome folks at @oreilly.bsky.social I have 10 copies of "Software Engineering for Data Scientists" to give out. I'll share details at my talk.

I'm heading to #PyConUS! I'm excited to present a talk on best practices for moving from Jupyter notebooks to Python scripts that scale. And thanks to the awesome folks at @oreilly.bsky.social I have 10 copies of "Software Engineering for Data Scientists" to give out. I'll share details at my talk.

Hello Bluesky! A quick introduction/reintroduction and update from me. I’ve been in data science for a while but now I’m exploring the space between data science and software engineering. I’m a Pythonista, author and public speaker.

I’m spending some time doing consultancy work and side projects while I look for a new full-time position. I’m looking for a Python developer role where ML/data science experience is a plus - if you hear of anything interesting, please send it my way!

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