iiinova — where your digital self keeps evolving

Federico Dominguez @federicodm.bsky.social · 13/06/2025

Oh nice, I do need some particular type of music (like videogames or certain movies OSTs). Any DnD podcast you recommend? I had never heard of those!

140

Federico Dominguez @federicodm.bsky.social · 11/06/2025

No slack messages, no e-mails, just a nice coding playlist and VSCode 🤩

150

Reposted by Federico Dominguez

jon ben-menachem @jbenmenachem.com · 03/02/2025

New paper from Vargas and colleagues theorizes & measures "Academic Copaganda": "studies contesting social movement claims by authors (1) masking their conflicts of interest, or (2) espousing police epistemology." www.cambridge.org/core/journal...

216747

Federico Dominguez @federicodm.bsky.social · 18/03/2025

Every once in a while I bump into some good old RegEx #databs

2518

Reposted by Federico Dominguez

John Kutay @jkxosound.com · 22/02/2025

and that’s why I’m working on a Saturday morning 🫠

041

Reposted by Federico Dominguez

Netflix @netflix.com · 01/02/2025

You have now completed January 2025.

18760156

Federico Dominguez @federicodm.bsky.social · 29/01/2025

One more day of data cleaning in this politically troubled world #databs

060

Reposted by Federico Dominguez

Michael Mullarkey @mcmullarkey.bsky.social · 21/01/2025

I got laid off suddenly and I'm looking for a new gig — remote or Denver based data scientist/ML engineer roles I'm good enough at coding to not break prod and good enough at humans that I used to be a therapist Reach out via the email on the resume I've linked below or DM with leads, thank you!!

23321

Federico Dominguez @federicodm.bsky.social · 21/01/2025

C'mon Spotify, let me sort the album by number of plays (!!!) #databs

010

Federico Dominguez @federicodm.bsky.social · 15/01/2025

I feel kinda embarrassed cause I have been using it on and off since 2020... like should I just do weekly exercises or something just to remember?

100

Federico Dominguez @federicodm.bsky.social · 14/01/2025

A mix of Chat GPT and no longer working in SQL-intensive projects...

010

Federico Dominguez @federicodm.bsky.social · 14/01/2025

I used to know several Pandas and SQL functions by heart... now they're just gone from my brain #databs

230

Federico Dominguez @federicodm.bsky.social · 14/01/2025

What have been the greatest challenges so far during your Head of Data journey?

110

Federico Dominguez @federicodm.bsky.social · 14/01/2025

Yes that's true! I am trying to squeeze Polars on a couple of projects, but several of them are completely written on Pandas. I am not brave enough to do that refactoring just yet 😅

110

Federico Dominguez @federicodm.bsky.social · 14/01/2025

Aaaah I feel the opposite somehow 🤦🏻‍♂️ — those .loc and .iloc statements are still engrained in my brain.

110

Federico Dominguez @federicodm.bsky.social · 02/01/2025

I've seen that most Data Engineering jobs require one of these (forgot to include Airflow also). I haven't had a chance to work with any orchestration tool so far, so I thought it'd be good to have one under my belt! Any advice?

100

Federico Dominguez @federicodm.bsky.social · 02/01/2025

I am mostly doing ML / DS / DE work! So whichever language is more appropriate for that. To be honest, I have not done much research, but I think I’m leaning towards Rust 🦀

110

Federico Dominguez @federicodm.bsky.social · 31/12/2024

Data To-do list for 2025: - Learn an orchestration tool (currently choosing between dbt / dagster) - Learn RAG - Learn LLM fine-tuning - Learn another language (I’m choosing between Rust and Go) - Learn basic Computer Vision Sounds pretty unrealistic, but oh well 😆 #databs

370

Reposted by Federico Dominguez

Brandon Rohrer @brandonrohrer.com · 31/12/2024

I learned A TON from running End to End Machine Learning for 6 years. I've tried to capture some of it here. More than anything I'm grateful to all of you who were a part of it. You were the heart. www.brandonrohrer.com/e2eml_lessons

3263

Reposted by Federico Dominguez

Thomas @bthomas.bsky.social · 22/12/2024

Ecosystem of 350k models and datasets on @hf.co's hub, connected to other models or datasets they were derived from (where that information exists, which is not the case for another 1M entities) #databs public.graphext.com/d9275e17cc44... Color, filter and search within each of the 30 variables...

Hugging Face model and dataset connectivity graph

142

Reposted by Federico Dominguez

Santiago @svpino.com · 11/12/2024

I feel seen. (h/t to @forrestbrazeal)

2429

Federico Dominguez @federicodm.bsky.social · 10/12/2024

The ".loc" and ".iloc" syntax is still ingrained in my brain, so it has been a bit hard to get used to Polars' syntax -- but the execution time definitely makes a difference!

010

Reposted by Federico Dominguez

Christian Minich @christianminich.com · 08/12/2024

When my PR reviewer tells me I should use this architecture or that software pattern #dataBS

Yoda saying “Code runs, or it runs not, there is no “should”

0386

Federico Dominguez @federicodm.bsky.social · 09/12/2024

Beginning my transition from pandas to polars… 🐼 —> 🐻‍❄️ Will likely be a pain, but the faster execution times may be worth it #databs

190

Federico Dominguez @federicodm.bsky.social · 07/12/2024

Pros: - You get to learn a lot of everything since you get to do a bit of everything (Data Scientist / Engineer, etc)} - You can leave great foundations of how data projects are built in the org Cons: - Lots of responsibility and higher workload than average - Lack of senior guidance (that's you)

020

Federico Dominguez @federicodm.bsky.social · 07/12/2024

Discovering that there's a Dark Theme in AWS made my day brighter 🤩 #databs

050

Reposted by Federico Dominguez

Tinz Twins | AI and Coding @tinztwinshub.bsky.social · 06/12/2024

Retrieval-Augmented Generation: Clearly explained 🔥 #LLMs #datasky #mlsky

154

Federico Dominguez @federicodm.bsky.social · 03/12/2024

Ufff Regis, lo bueno es que ya solo quedan dos quarters más!

010

Federico Dominguez @federicodm.bsky.social · 03/12/2024

Also the fact that I cannot import a particular function from another script without having to run (or "source") the other R script

320

Federico Dominguez @federicodm.bsky.social · 02/12/2024

The several different ways to create an array just confuse me..

010

Federico Dominguez @federicodm.bsky.social · 02/12/2024

Currently refactoring a codebase that was pretty ugly (which I had done 😅)

000

Reposted by Federico Dominguez

Santiago @svpino.com · 30/11/2024

Data is the most fundamental requirement to build a good machine learning system. Common challenges: - Not having enough of it - Poor-quality - Nonrepresentative training data - Not enough relevant features - Too many irrelevant features - Low diversity Garbage in, garbage out.

3223

Reposted by Federico Dominguez

Jon Cooper @joncooper-us.bsky.social · 29/11/2024

If you’re one of the millions of users who are new to Bluesky, you may find this blog useful. 🦋

bsky.social

Tips and Tricks for Bluesky Search - Bluesky

Let’s dive into all the tips and tricks for advanced Bluesky search!

32057571697

Federico Dominguez @federicodm.bsky.social · 29/11/2024

What do they have in common? How do they differ? How frequently are they uploaded?

000

Reposted by Federico Dominguez

Harry Eccles @harryeccles.bsky.social · 28/11/2024

Repost if BlueSky is now your primary social media site.

5492205813162

Federico Dominguez @federicodm.bsky.social · 29/11/2024

Pushed to prod and things didn’t break ✌🏼

010

Federico Dominguez @federicodm.bsky.social · 28/11/2024

Thank you for sharing! Any advice on how to get started on dbt or any other orchestration tools?

110

Reposted by Federico Dominguez

Stella Biderman @stellaathena.bsky.social · 28/11/2024

A dataset of 1 million or 2 million Bluesky posts is completely irrelevant to training large language models. The primary usecase for the datasets that people are losing their shit over isn't ChatGPT, it's social science research and developing systems that improve Bluesky.

825139

Federico Dominguez @federicodm.bsky.social · 28/11/2024

Buenos días! Qué gusto ver gente de Tech de México por acá

100

Federico Dominguez @federicodm.bsky.social · 28/11/2024

Just put it on a Git repo and track the changes ✌🏼🦋

120

Federico Dominguez @federicodm.bsky.social · 25/11/2024

I do some exploratory transformations for creating the Viz/Dashboard. Then, ideally (key word) I try to setup a cronjob that creates the new table used by the dashboard.

010

Federico Dominguez @federicodm.bsky.social · 25/11/2024

Ahhh I see — then yeah I agree with your point

010