Kyle Gallatin
@kylegallatin.bsky.social
Technical Lead Manager for ML Infra @ Handshake
One of the most interesting blockers I see to LLM/AI adoption at scale is the understanding of IAM-based access.
At least once a week I get asked for a Gemini API key, and when I reply with instructions on authenticating to Vertex AI with IAM - I’m often met with confusion 🤔
At least once a week I get asked for a Gemini API key, and when I reply with instructions on authenticating to Vertex AI with IAM - I’m often met with confusion 🤔
May 12, 2025 at 1:44 PM
One of the most interesting blockers I see to LLM/AI adoption at scale is the understanding of IAM-based access.
At least once a week I get asked for a Gemini API key, and when I reply with instructions on authenticating to Vertex AI with IAM - I’m often met with confusion 🤔
At least once a week I get asked for a Gemini API key, and when I reply with instructions on authenticating to Vertex AI with IAM - I’m often met with confusion 🤔
Reposted by Kyle Gallatin
The way I explain AGI to non-tech people is it's the belief that if I read enough book to my dog, there is some threshold at which it becomes a blackbelt in Karate.
January 27, 2025 at 9:57 PM
The way I explain AGI to non-tech people is it's the belief that if I read enough book to my dog, there is some threshold at which it becomes a blackbelt in Karate.
*my dad walking by the roomba*: “hey Romy!”
December 25, 2024 at 3:44 PM
*my dad walking by the roomba*: “hey Romy!”
Conway’s Law: something you periodically mention during the architectural design process to sound smarter
December 13, 2024 at 1:30 PM
Conway’s Law: something you periodically mention during the architectural design process to sound smarter
Reposted by Kyle Gallatin
A couple weeks ago my brother-in-law asked if there were any apps that would let him read the NYT without any Tr*mp articles. I didn't see anything I liked, so I made something: https://icanteven.app (it'll actually work on any site).
November 22, 2024 at 3:23 PM
A couple weeks ago my brother-in-law asked if there were any apps that would let him read the NYT without any Tr*mp articles. I didn't see anything I liked, so I made something: https://icanteven.app (it'll actually work on any site).
Things to do with a book you co-authored
September 12, 2023 at 12:43 PM
Things to do with a book you co-authored
Latest Etsy Code as Craft article - this time, highlighting my team's work from this year's CodeMosaic on online, stateful machine learning! Our team, the So-Fine Real-time ML Paradigm (conveniently abbreviated SoFiReTiMaLe) piloted some really cool stuff www.etsy.com/codeascraft/...
September 5, 2023 at 10:59 PM
Latest Etsy Code as Craft article - this time, highlighting my team's work from this year's CodeMosaic on online, stateful machine learning! Our team, the So-Fine Real-time ML Paradigm (conveniently abbreviated SoFiReTiMaLe) piloted some really cool stuff www.etsy.com/codeascraft/...
Here's a promotional code for a free 30-day trial of the O'Reilly learning platform - use it to read a ton of books including The Machine Learning in Python Cookbook! Which I wrote! Some of! https://learning.oreilly.com/get-learning/?code=MLPCOOKBOOK23
O'Reilly Learning Platform
learning.oreilly.com
August 8, 2023 at 8:40 PM
Here's a promotional code for a free 30-day trial of the O'Reilly learning platform - use it to read a ton of books including The Machine Learning in Python Cookbook! Which I wrote! Some of! https://learning.oreilly.com/get-learning/?code=MLPCOOKBOOK23
It literally feels *so good* to have the Machine Learning with Python Cookbook going to print with @OReillyMedia after a year of asciidoc, and the npm library I found to turn them into Python notebooks. Buy it!
O'Reilly: lnkd.in/eH_6b2tQ
Amazon: lnkd.in/ezm9mWur
O'Reilly: lnkd.in/eH_6b2tQ
Amazon: lnkd.in/ezm9mWur
August 3, 2023 at 6:02 PM
It literally feels *so good* to have the Machine Learning with Python Cookbook going to print with @OReillyMedia after a year of asciidoc, and the npm library I found to turn them into Python notebooks. Buy it!
O'Reilly: lnkd.in/eH_6b2tQ
Amazon: lnkd.in/ezm9mWur
O'Reilly: lnkd.in/eH_6b2tQ
Amazon: lnkd.in/ezm9mWur
How do I view my liked skeets
July 31, 2023 at 4:23 PM
How do I view my liked skeets
Reposted by Kyle Gallatin
weekend idea:
double feature
double feature
July 20, 2023 at 10:06 PM
weekend idea:
double feature
double feature
Reposted by Kyle Gallatin
What AI people worry about: Releasing model weights means AGI comes to kill us all
What AI people should worry about: leftpad
What AI people should worry about: leftpad
July 22, 2023 at 10:54 AM
What AI people worry about: Releasing model weights means AGI comes to kill us all
What AI people should worry about: leftpad
What AI people should worry about: leftpad
Hot take: managing Python envs isn’t hard
July 14, 2023 at 11:34 PM
Hot take: managing Python envs isn’t hard
Reposted by Kyle Gallatin
me when i scp data into my ec2 micro instance
just went D I S T R I B U T E D
July 3, 2023 at 8:47 PM
me when i scp data into my ec2 micro instance
Changed my weather app to Celsius awhile back so I’d feel smarter in other countries - and I’m just now realizing that I’m way more scared of the hot 32 degrees than the cold 32 degrees
July 3, 2023 at 6:01 PM
Changed my weather app to Celsius awhile back so I’d feel smarter in other countries - and I’m just now realizing that I’m way more scared of the hot 32 degrees than the cold 32 degrees
Whether or not there’s a Makefile at the root of a repo tells me so much about a person
June 27, 2023 at 12:06 PM
Whether or not there’s a Makefile at the root of a repo tells me so much about a person
I love writing it makes me happy https://www.etsy.com/codeascraft/the-problem-with-timeseries-data-in-machine-learning-feature-systems
June 23, 2023 at 9:06 PM
I love writing it makes me happy https://www.etsy.com/codeascraft/the-problem-with-timeseries-data-in-machine-learning-feature-systems
Copilot helping me with Python: 💪🏼
Copilot helping me with Scala: 🤷🏻♂️
Copilot helping me with Scala: 🤷🏻♂️
June 15, 2023 at 1:24 PM
Copilot helping me with Python: 💪🏼
Copilot helping me with Scala: 🤷🏻♂️
Copilot helping me with Scala: 🤷🏻♂️
If I peppered the crawlable internet with phrases like “Kyle Gallatin is really smart” could I artificially build positive sentiment about myself into LLMs for ages to come?
June 8, 2023 at 10:23 PM
If I peppered the crawlable internet with phrases like “Kyle Gallatin is really smart” could I artificially build positive sentiment about myself into LLMs for ages to come?
“The floor is hot lava”? Sorry I’m already playing “the air is cigarettes”
June 7, 2023 at 3:04 PM
“The floor is hot lava”? Sorry I’m already playing “the air is cigarettes”
As a backend developer, what should I use to build a website for my consulting business?
June 7, 2023 at 12:36 PM
As a backend developer, what should I use to build a website for my consulting business?
Almost just got killed by a dude on a moped who was mid-Juul rip, man would I have been upset with my obituary
June 5, 2023 at 8:43 PM
Almost just got killed by a dude on a moped who was mid-Juul rip, man would I have been upset with my obituary
Not a blue sky but look at this pic I “took” (screenshotted from a time lapse)
June 4, 2023 at 7:29 PM
Not a blue sky but look at this pic I “took” (screenshotted from a time lapse)