My Final Medium Post

Ryan Howe
1 min readDec 26, 2024

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After some thought I’ve decided that this will be my final post on Medium. I originally started on here over four years ago when I was an analyst and wanted to explore topics related to that. Since then I’ve written about data analytics, probability, numerical methods, optimization and data engineering among other things. A few months ago I decided to create a Substack profile (https://substack.com/@invariantsubspace) and I will be writing on there from now on.

Some may question why I wouldn’t just continue maintaining Medium alongside my Substack, and the truth is that I want to focus my efforts. Writing quality posts takes time, and managing two platforms feels like splitting my creative energy. On Substack, I have the freedom to build a more cohesive newsletter and community, which aligns better with my long-term goals as a writer.

Medium has been an incredible place to grow, experiment, and connect with readers. I’m grateful for the platform and everyone who has read, shared, and engaged with my work here. While this chapter is ending, I’m excited for the new journey ahead on Substack.

If you’ve enjoyed my posts here and want to continue following my writing, I invite you to join me on Substack. I’ll be diving even deeper into topics in data engineering, systems design and backend development.

Thank you for being part of this journey. See you on Substack!

Warm regards,
Ryan

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