Federico Dominguez
@federicodm.bsky.social
MSCAPP @UChicago | Economics @ITAM_mx 🇲🇽
Data Scientist / Engineer @ Energy and Environment Lab | Hip Hop Dancer
Data Scientist / Engineer @ Energy and Environment Lab | Hip Hop Dancer
Reposted by Federico Dominguez
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...
www.cambridge.org/core/journal...
February 3, 2025 at 4:23 PM
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...
www.cambridge.org/core/journal...
Reposted by Federico Dominguez
and that’s why I’m working on a Saturday morning 🫠
February 22, 2025 at 7:21 PM
and that’s why I’m working on a Saturday morning 🫠
Reposted by Federico Dominguez
You have now completed January 2025.
February 1, 2025 at 5:13 PM
You have now completed January 2025.
Reposted by Federico Dominguez
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!!
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!!
January 21, 2025 at 5:29 PM
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!!
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!!
Reposted by Federico Dominguez
Good list, would be good to hear additions from #dataBS, I would add "what are embeddings" by @vickiboykis.com -> www.latent.space/p/2025-papers
The 2025 AI Engineering Reading List
We picked 50 paper/models/blogs across 10 fields in AI Eng: LLMs, Benchmarks, Prompting, RAG, Agents, CodeGen, Vision, Voice, Diffusion, Finetuning. If you're starting from scratch, start here.
www.latent.space
January 2, 2025 at 7:42 PM
Good list, would be good to hear additions from #dataBS, I would add "what are embeddings" by @vickiboykis.com -> www.latent.space/p/2025-papers
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
- 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
December 31, 2024 at 8:02 PM
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
- 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
Reposted by Federico Dominguez
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
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
December 31, 2024 at 3:43 AM
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
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
My reaction when I open Twitter and see nonsense immigration discussions
a man in a striped shirt is holding a cup
ALT: a man in a striped shirt is holding a cup
media.tenor.com
December 28, 2024 at 7:15 PM
My reaction when I open Twitter and see nonsense immigration discussions
Reposted by Federico Dominguez
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...
Color, filter and search within each of the 30 variables...
December 22, 2024 at 1:57 PM
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...
Color, filter and search within each of the 30 variables...
Me reading AWS' documentation whenever I try to do something with boto3 #databs 🫠
a close up of a piece of paper that says ' i ' on it
ALT: a close up of a piece of paper that says ' i ' on it
media.tenor.com
December 13, 2024 at 3:32 AM
Me reading AWS' documentation whenever I try to do something with boto3 #databs 🫠
Reposted by Federico Dominguez
I feel seen.
(h/t to @forrestbrazeal)
(h/t to @forrestbrazeal)
December 11, 2024 at 12:00 AM
I feel seen.
(h/t to @forrestbrazeal)
(h/t to @forrestbrazeal)
Reposted by Federico Dominguez
December 8, 2024 at 10:36 PM
Reposted by Federico Dominguez
December 6, 2024 at 9:42 PM
Currently refactoring a codebase that was pretty ugly (which I had done 😅)
December 2, 2024 at 5:43 PM
Currently refactoring a codebase that was pretty ugly (which I had done 😅)
Reposted by Federico Dominguez
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.
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.
November 30, 2024 at 2:00 PM
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.
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.