D.C.'s Avatar

D.C.

@n4matic.ist.bsky.social

Informaticist & Developer. Extemporaneously Retired HHS Health Scientist. Building applications and systems. Just trying to help humanity + enjoy life. Need to try harder, probably. Founder @informatics.fyi | Building @cambigo.com | Journey @dancoco.fyi

1,103 Followers  |  2,502 Following  |  51 Posts  |  Joined: 08.02.2024  |  2.1381

Latest posts by n4matic.ist on Bluesky

Preview
Parquet Content-Defined Chunking Weโ€™re on a journey to advance and democratize artificial intelligence through open source and open science.

huggingface.co/blog/parquet...

26.07.2025 13:39 โ€” ๐Ÿ‘ 2    ๐Ÿ” 1    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Itโ€™s in the Reddit post linked in here: bsky.app/profile/soso...

21.05.2025 21:54 โ€” ๐Ÿ‘ 6    ๐Ÿ” 3    ๐Ÿ’ฌ 2    ๐Ÿ“Œ 0
Cambigo Update - May 14 2025
YouTube video by The Dan CoCo Project Cambigo Update - May 14 2025

It's time for an update. I know I need to amp it up to match the graphic. My mascot is a bee and I need to bring the buzz. Give me a break because I'm burning my brain building this thing, and most of my life has been spent remaining calm in chaos.

www.youtube.com/watch?v=8qSa...

14.05.2025 16:40 โ€” ๐Ÿ‘ 0    ๐Ÿ” 2    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
Preview
Morning Coffee - Day 17 Topics: - Cambigo Update - Preview Release

Ok, May 7th, but who's counting.
I'll have a live update tomorrow:
youtube.com/live/5g6ckCZ...

07.05.2025 02:48 โ€” ๐Ÿ‘ 0    ๐Ÿ” 1    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
Cambigo Progress Update (Apr 30)
YouTube video by The Dan CoCo Project Cambigo Progress Update (Apr 30)

Iโ€™m still at it! I took a few days to rest, but Iโ€™m feeling much better now and back to Cambigo development. May 5th. Anyone interested in trying it out when I make it available?https://youtu.be/YNGDegBE6aw

30.04.2025 17:23 โ€” ๐Ÿ‘ 1    ๐Ÿ” 3    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

This is what I've been up to this week. Next week something sharable maybe? We'll see.

25.04.2025 15:37 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Just getting the word out that I'm doing this project. I'd appreciate follows! Subscribe on YouTube too. As of this week I'm a retired federal scientist from HHS, and past innovator at VA and the NWS. I'm trying to get a company going building the informaticist toolkit I wish I had!

22.04.2025 15:32 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
Morning Coffee - Day One
YouTube video by The Dan CoCo Project Morning Coffee - Day One

Getting started!

21.04.2025 15:22 โ€” ๐Ÿ‘ 1    ๐Ÿ” 2    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Do something at a different location at the same time. Invite sidelined federal employees. Show people the volume of people in our government that have been cast aside, show how it has been broken, tell us the consequences and what we do next. LEAD US NOW!!

28.02.2025 22:02 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
Post image Post image

How humanโ€“AI feedback loops alter human perceptual, emotional and social judgements

"โ€ฆAI systems amplify biases, which are further internalized by humans, triggering a snowball effect where small errors in judgement escalate into much larger ones."

www.nature.com/articles/s41...

30.12.2024 08:40 โ€” ๐Ÿ‘ 17    ๐Ÿ” 9    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

Would be interested too. Will be getting started soon.

20.12.2024 00:01 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
Preview
GitHub - microsoft/markitdown: Python tool for converting files and office documents to Markdown. Python tool for converting files and office documents to Markdown. - microsoft/markitdown

Woah! New Microsoft python packages convert from Office documents into Markdown! github.com/microsoft/ma...

16.12.2024 03:04 โ€” ๐Ÿ‘ 45    ๐Ÿ” 13    ๐Ÿ’ฌ 3    ๐Ÿ“Œ 3
Post image

Three must read papers for PhD students. #scisky #PhD #science #research #academicsky

1. The importance of stupidity in scientific research

Open Access
journals.biologists.com/jcs/article/...

24.11.2024 13:54 โ€” ๐Ÿ‘ 1213    ๐Ÿ” 457    ๐Ÿ’ฌ 58    ๐Ÿ“Œ 80

Starter pack for open-source maintainers in the Python ecosystem! Feel free to share and let me know who I'm missing!

go.bsky.app/D2Be5mg

21.11.2024 09:41 โ€” ๐Ÿ‘ 28    ๐Ÿ” 12    ๐Ÿ’ฌ 10    ๐Ÿ“Œ 0

Done! Welcome!

09.12.2024 03:44 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Added! I check most accounts out of curiosity. I follow generously but use this as my primary feed for informatics. Interested to see your LLM book release!

09.12.2024 03:38 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

Hi! Any chance you could add a description to your profile? Iโ€™ve been skipping over those without one. It might help others too.

06.12.2024 16:25 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

I'm not sure of the rate limits, although I have encountered failures responding to longer, more complex questions. I also run ollama locally and use privy in VS Code to connect for a fairly similar GitHub Copilot chat interface and code completion. I'm still looking for a favorite model there.

29.11.2024 14:11 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

I've been using the Claude Sonnet model in Copilot, and it has been phenomenally useful for coding tasks in Python. Far better experience over GPT.

29.11.2024 03:21 โ€” ๐Ÿ‘ 3    ๐Ÿ” 0    ๐Ÿ’ฌ 2    ๐Ÿ“Œ 0

Aside: The irony is that as I compose these posts, GenAI is actively suggesting text to me, and the words fit, but they are completely expressionless.

28.11.2024 23:48 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Not that a random post is going to change the world, but I've been thinking a lot about the future and how it might be heavily influenced by text prediction and not human dreams and visions.

28.11.2024 23:48 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

Value human intelligence over artificial intelligence. From the tools to the content, we wouldn't have any of it without the humans backing it. Human thought is the fuel that keeps GenAI relevant.

28.11.2024 23:48 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

The work we do in health informatics impacts real people - patients and clinicians. Sometimes it is easy to get caught up with being innovators, while we still need the fundamentals to take care of people. 4/4

24.11.2024 18:20 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

We followed similar career paths, but his journey into informatics and patient advocacy was due to the discovery of stage 4 metastatic prostate cancer 3/4.

24.11.2024 18:20 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0
x.com

I met Doug on Twitter around 2008, and we shared our adventures and curiosities as developers throughout the years. I found out he had cancer when he created his CancerAsArt Twitter accoount. 2/4

24.11.2024 18:20 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0
Preview
Remembering patient research advocate Doug Sparling | The University of Kansas Cancer Center An author, artist, musician and technology guru, Doug ultimately found his calling as a cancer research advocate.

The last person I want to bring over from X in remembrance is Software Architect, Later-in-life Bioinformaticist, and Patient Innovator, Doug Sparling 1/4

24.11.2024 18:20 โ€” ๐Ÿ‘ 2    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

Hello! My recommendation would be to make a starter kit for German speaking informatics accounts. I wouldn't be able to manage accounts that broadly, but I'd be more than happy to follow and share! It would help you gain German speaking followers that could engage with your content.

24.11.2024 15:41 โ€” ๐Ÿ‘ 2    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Tomorrow there will be one more Twitter archive story, and then I move on with my new account here at Bluesky!

24.11.2024 04:51 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Thanks for reading, and please keep her memory alive here in the Bluesky. #UnicornJess

23.11.2024 23:48 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

If you work in this field, make sure that the processes and technology that you introduce, and actions that you take, will make things better for patients and clinicians. Nothing else matters. It is certainly not being cool, or being first. #UnicornJess

23.11.2024 23:48 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

@n4matic.ist is following 20 prominent accounts