Jacob S. Zelko's Avatar

Jacob S. Zelko

@thecedarprince.bsky.social

๐Ÿค“: MS Applied Math @ NEU; Trainee Affiliate @ Roux Inst ๐Ÿ”Ž: Health informatics, public health, applied cat. theory & open source/science ๐Ÿ“: EN/ES/DE/AR/CZ ๐ŸŒ: Blog @ https://jacobzelko.com ๐Ÿ“น: Twitch @ https://www.twitch.tv/thecedarprince

1,375 Followers  |  43 Following  |  370 Posts  |  Joined: 30.08.2023  |  2.1772

Latest posts by thecedarprince.bsky.social on Bluesky

Preview
The Julia Language Slack

Congrats on the new package!

You might be interested in joining the Julia Slack and the #health-and-medicine channel where us JuliaHealth folks live. We are growing quite steadily and would love to hear what you are up to!

Also, why the fury about docstrings? What features are you missing?

31.07.2025 13:42 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0
Home ยท GraphNeuralNetworks.jl Documentation for GraphNeuralNetworks.jl.

๐Ÿ”Ž Temporal graph theory (dynamic graphs) is nifty

๐Ÿคฏ Introduced by Wilmer Leal & learned more from Aurora Rossi + @carlolucibello.bsky.social's work on GraphNeuralNetworks.jl @juliacon.bsky.social.

๐Ÿง  I want to read more; suggestions?

โ“How do you track graph changes?

#mathsky #graph #learning ๐Ÿงช

31.07.2025 00:56 โ€” ๐Ÿ‘ 6    ๐Ÿ” 2    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
Home ยท GraphNeuralNetworks.jl Documentation for GraphNeuralNetworks.jl.

๐Ÿ”Ž Temporal graph theory (dynamic graphs) is nifty

๐Ÿคฏ Introduced by Wilmer Leal & learned more from Aurora Rossi + @carlolucibello.bsky.social's work on GraphNeuralNetworks.jl @juliacon.bsky.social.

๐Ÿง  I want to read more; suggestions?

โ“How do you track graph changes?

#mathsky #graph #learning ๐Ÿงช

31.07.2025 00:56 โ€” ๐Ÿ‘ 6    ๐Ÿ” 2    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
The cult of the Framework Julia users continues to grow!

The cult of the Framework Julia users continues to grow!

Some members of JuliaHealth this year!

Some members of JuliaHealth this year!

JuliaHealth logo shown on an e-ink display

JuliaHealth logo shown on an e-ink display

That's a wrap for @juliacon.bsky.social 2025 for me! ๐Ÿ’ฅ

Great meeting JuliaHealth folks in person, having our first-ever Mini-Symposium, & planning for the ecosystem! Thanks to all who attended!

Ready to recharge & build #opensource!

P.S. Snagged our annual #julialang @frame.work group photo too!

26.07.2025 20:12 โ€” ๐Ÿ‘ 15    ๐Ÿ” 3    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
The cult of the Framework Julia users continues to grow!

The cult of the Framework Julia users continues to grow!

Some members of JuliaHealth this year!

Some members of JuliaHealth this year!

JuliaHealth logo shown on an e-ink display

JuliaHealth logo shown on an e-ink display

That's a wrap for @juliacon.bsky.social 2025 for me! ๐Ÿ’ฅ

Great meeting JuliaHealth folks in person, having our first-ever Mini-Symposium, & planning for the ecosystem! Thanks to all who attended!

Ready to recharge & build #opensource!

P.S. Snagged our annual #julialang @frame.work group photo too!

26.07.2025 20:12 โ€” ๐Ÿ‘ 15    ๐Ÿ” 3    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Go @cncastillo.bsky.social!

Love the work of KomaMRI.jl -- currently the bleeding edge of Magnetic Resonance Imaging work!

For those in medical #imaging, please check out the package! ๐Ÿคฏ

juliahealth.org/KomaMRI.jl/s...

#julialang #opensource

24.07.2025 19:54 โ€” ๐Ÿ‘ 7    ๐Ÿ” 3    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

@juliacon.bsky.social? Let's chat a/b:

๐Ÿ›Ÿ JuliaHealth - using #julialang in public #health & precision #medicine

๐Ÿค“ AlgebraicJulia - computational applied category theory framework

๐Ÿ› ๏ธ Hardware - #raspberrypi hacking and programming

Grab me and let's get hacking! ๐Ÿฅท ๐Ÿ–ฅ๏ธ

#opensource #openscience ๐Ÿงช

24.07.2025 15:47 โ€” ๐Ÿ‘ 7    ๐Ÿ” 2    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
One of the most iconic visualizations from W.E.B. Dubois

One of the most iconic visualizations from W.E.B. Dubois

I absolutely adore the viz work of W. E. B. Dubois.

Not only was it pioneering the art of scientific communication but also paved the way for discussion around racism, disparities, and other quantities that we take for granted in sociological contexts.

Book: www.amazon.com/W-Boiss-Data...

22.07.2025 05:22 โ€” ๐Ÿ‘ 12    ๐Ÿ” 2    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

Made a public dev log of using #julialang and a #raspberrypi to make an e-ink dash! ๐Ÿ’ป

Feel free to join in the adventure! ๐Ÿค 

Doing this to log my discoveries and thoughts. โš—๏ธ

Who knows? Maybe there can be a bunch of E-Ink Julia dashboards floating around the world soon! ๐Ÿ˜

#hacking #hobby #dataviz

14.07.2025 17:36 โ€” ๐Ÿ‘ 7    ๐Ÿ” 2    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Made a public dev log of using #julialang and a #raspberrypi to make an e-ink dash! ๐Ÿ’ป

Feel free to join in the adventure! ๐Ÿค 

Doing this to log my discoveries and thoughts. โš—๏ธ

Who knows? Maybe there can be a bunch of E-Ink Julia dashboards floating around the world soon! ๐Ÿ˜

#hacking #hobby #dataviz

14.07.2025 17:36 โ€” ๐Ÿ‘ 7    ๐Ÿ” 2    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Oh that sounds fascinating! What sorts of projects do you tend to work on? I am slowly rediscovering my love of hardware hacking and hardware engineering so would love to hear more!

11.07.2025 17:22 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

Per Julia LTS (1.10), you could refill water, make a cuppa tea, and sit back down to continue hacking on the Pi! ๐Ÿต

Story is great; Pi 4 only has 4GB RAM. Did expand swap to 2GB (overkill) for compiling but... Not bad. Will share future updates! ๐Ÿ”ฎ

No problems with #Julialang in my non-hobby work. ๐Ÿค“

10.07.2025 18:48 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 3    ๐Ÿ“Œ 0

Thanks for the kind words! More updates to come!

10.07.2025 18:41 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Yea, the cost is quite prohibitive. Could be nice to have nice "at-a-glance" displays for random useful info.

10.07.2025 05:56 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
A raspberry pi 4 driving a 7.5in eink display from waveshare. The eink display shows a sinusoidal curve on an xy axis.

A raspberry pi 4 driving a 7.5in eink display from waveshare. The eink display shows a sinusoidal curve on an xy axis.

After half a year of hobby #hacking, got an eink interface working w #julialang! ๐ŸŽ‰

Now: tidy code & docs @ github.com/TheCedarPrin...

Future: custom dashboard making via @makie.org for

- UV Index ๐ŸŒž
- Boston Sailing Info โ›ต
- todo.txt Todo List ๐Ÿ“
- Google Calendar ๐Ÿ—“๏ธ
- ๐Ÿคฏ

#maker #raspberrypi

08.07.2025 20:13 โ€” ๐Ÿ‘ 50    ๐Ÿ” 11    ๐Ÿ’ฌ 3    ๐Ÿ“Œ 2

If you are a #maker or #hobby #programmer, what other sorts of modules can you think of?

Open to ideas and suggestions about what has been useful or informative to you!

08.07.2025 20:13 โ€” ๐Ÿ‘ 3    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
A raspberry pi 4 driving a 7.5in eink display from waveshare. The eink display shows a sinusoidal curve on an xy axis.

A raspberry pi 4 driving a 7.5in eink display from waveshare. The eink display shows a sinusoidal curve on an xy axis.

After half a year of hobby #hacking, got an eink interface working w #julialang! ๐ŸŽ‰

Now: tidy code & docs @ github.com/TheCedarPrin...

Future: custom dashboard making via @makie.org for

- UV Index ๐ŸŒž
- Boston Sailing Info โ›ต
- todo.txt Todo List ๐Ÿ“
- Google Calendar ๐Ÿ—“๏ธ
- ๐Ÿคฏ

#maker #raspberrypi

08.07.2025 20:13 โ€” ๐Ÿ‘ 50    ๐Ÿ” 11    ๐Ÿ’ฌ 3    ๐Ÿ“Œ 2
A fine assemblage of mathematicians, computer scientists, and engineers from across the globe all united to discuss applied category theory!

A fine assemblage of mathematicians, computer scientists, and engineers from across the globe all united to discuss applied category theory!

Finished a great week at the International Conference on Applied Category Theory! ๐Ÿค“

Made great connections, reconnected w old friends, and came away w new ideas! Our talk on ACSets was a success - excited a/b the future of compositional data science & public health! ๐Ÿ’ฅ

#mathsky #academicsky ๐Ÿงช

09.06.2025 16:39 โ€” ๐Ÿ‘ 5    ๐Ÿ” 1    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0
Salsa and bachata dancing in the street!

Salsa and bachata dancing in the street!

Turtles on a log!

Turtles on a log!

Heron showing its wings in Silver Springs State Park!

Heron showing its wings in Silver Springs State Park!

Gainesville was so much fun too! Tons of hiking, some dancing, and great little city to explore! ๐Ÿ•บ

Here are some fun photos!

#nature #dancing

09.06.2025 16:39 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
Preview
ACT 2025 Presentation ACT-Informed Data Science: A Case Study in Public Health Research Matt Cuffaro, Sean L. Wu, Jacob S. Zelko

If you're interested in our work, here's our slides! ๐Ÿ“ˆ

Eager to wrap up the work in AlgebraicJulia and to finish up a paper describing a unified "Data Fabric" in the language of Attributed C-Sets. ๐Ÿ“

We are aiming initial applications in the world of public health! ๐Ÿ›Ÿ

#medsky ๐Ÿ“Š #opensource

09.06.2025 16:39 โ€” ๐Ÿ‘ 3    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0
A fine assemblage of mathematicians, computer scientists, and engineers from across the globe all united to discuss applied category theory!

A fine assemblage of mathematicians, computer scientists, and engineers from across the globe all united to discuss applied category theory!

Finished a great week at the International Conference on Applied Category Theory! ๐Ÿค“

Made great connections, reconnected w old friends, and came away w new ideas! Our talk on ACSets was a success - excited a/b the future of compositional data science & public health! ๐Ÿ’ฅ

#mathsky #academicsky ๐Ÿงช

09.06.2025 16:39 โ€” ๐Ÿ‘ 5    ๐Ÿ” 1    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

I'm gonna be repping #julialang in tonight's Viz Buzz competition! please stop by and show your support! let's Makie.jl some noise ๐Ÿ˜ˆ

05.06.2025 16:54 โ€” ๐Ÿ‘ 11    ๐Ÿ” 4    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 1

๐Ÿ›ซ Heading to the 2025 International Conference on Applied Category Theory next week!

๐Ÿงช Sharing on category-theoretic methods for data science, the developing field of compositional public health & ways to get involved!

๐Ÿค Respond or DM if you want to meet up!

#mathsky #academicsky #medsky

31.05.2025 17:28 โ€” ๐Ÿ‘ 12    ๐Ÿ” 2    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

๐Ÿ›ซ Heading to the 2025 International Conference on Applied Category Theory next week!

๐Ÿงช Sharing on category-theoretic methods for data science, the developing field of compositional public health & ways to get involved!

๐Ÿค Respond or DM if you want to meet up!

#mathsky #academicsky #medsky

31.05.2025 17:28 โ€” ๐Ÿ‘ 12    ๐Ÿ” 2    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

This looks spectacular! Wish I could go!

If you are an #opensource dev, fan of #julialang #python or #rstats, love #dataviz and #openscience, this will be the PERFECT place for you!

16.05.2025 16:03 โ€” ๐Ÿ‘ 9    ๐Ÿ” 3    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

This looks spectacular! Wish I could go!

If you are an #opensource dev, fan of #julialang #python or #rstats, love #dataviz and #openscience, this will be the PERFECT place for you!

16.05.2025 16:03 โ€” ๐Ÿ‘ 9    ๐Ÿ” 3    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Hello Friends!

I'm on the job market now!

I have a oodles of knowledge for all the software performance engineering tricks in Rust, Julia and other systems languages and would love to work with teams that are looking to skill up in those respects, from back ends to big data crunching!

09.05.2025 18:03 โ€” ๐Ÿ‘ 38    ๐Ÿ” 20    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 1
Preview
Patient Level Prediction in Julia Blog Series NOTE: JuliaHealth contributor, @kosuri-indu, wrote a great series on Patient Level Prediction Julia workflows! She canโ€™t post links to Discourse so I am posting her work below! Introduction Hello ev...

My mentee, Kosuri L Indu, just finished writing a blog series on Patient Level Prediction workflows within #julialang!

Our approach is inspired from OHDSI (Dr. Jenna Reps's work in particular), #rstats, and precision medicine going from phenotype definitions to real world evidence!

๐Ÿงช ๐Ÿ›Ÿ๐Ÿฉบ #MLSky

06.05.2025 18:20 โ€” ๐Ÿ‘ 8    ๐Ÿ” 3    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0
Preview
JuliaCon 2025 JuliaCon 2025, Pittsburgh

For the past year, I have been co-PI of a cardiooncology research study on 35 million patients using Julia methods for PLP.

If you are @juliacon.bsky.social this year, you'll get to hear more!

Learned a lot & excited about publishing and developing more research software for PLP!

#academicsky

06.05.2025 18:20 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

In the series, we explored how possible it is to do PLP within Julia.

Good news: Julia's composition is killer; we get deep functionality for โœจ free โœจ

Bad news: workflows are still rough

Hopeful news: we are building ergonomic tools to make PLP easier and lots of long-hanging fruit available!

06.05.2025 18:20 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

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