Sarah Floris

Senior Data and ML Platform Engineer | | demystifying data and machine learning engineering to accelerate your career

[Sarah Floris @ADutchEngineer]

Here is how I can help you achieve your goals. 👇

I am passionate about:

📚 Accelerating your data or machine learning career
📚 Automation (Git, Bash, etc)
📚 Spark, Databricks, Scala, etc
📚 Python and SQL optimizations

✅ Join 3.0k other subscribers who are accelerating their career growth by learning about data, machine learning, code best practices, and career advice @ https://t.co/Xu2Bi733GM (FREE)

✅ Join 760+ students advancing in their careers with my courses:

💡 Building a successful data portfolio (FREE) https://t.co/L5ZqijvLHz

This course is for you if:
1. You are tired of not getting interviews.
2. You do not know what data path you want to go e.g. data engineer, data analyst, data science, etc.
3. Ask yourself how you can get exposure to get those job interview requests
4. Example of a blog post, resume, and much more!

💡 Practical DataOps ($59.99; https://t.co/iLY5CHSFfb)

This course is for you if:
1. You know some python, but you want to step up your game to be a stronger engineer.
2. You want to learn best practices in setting up functions, classes in python, etc
3. Build out your projects from scratch

💡 Machine Learning Foundations ($59.99; https://t.co/rbBr8MAExI)

This course is for you if:
1. You have a basic understanding of Python and want to become knowledgeable in ML concepts.
2. You do not want to learn about deep learning
3. Have 5 of your own projects (unique to you!) after you finish the course.

[Sarah Floris @ADutchEngineer]

@aaditsh I think it is because they already pay so much to use it why use ads? I understand if ads are used for the free folks but paid folks?

[Sarah Floris @ADutchEngineer]

I should start posting all of the comments that the LLMs make. lol Is really 1500 lines in a file a God Object?

[Sarah Floris @ADutchEngineer]

It is the sweetest thing when your pup who just learned about their pets button clicks the pets button 🥹

[https://github.com/SkyportalAi/skyportalai @SkyportalAI]

https://t.co/2yWHQKLgAl has officially launched Sara

Sara is the world’s first AI agent that can set up your GPUs, configure cloud environments, and run ML jobs directly from a prompt.

We may not have the megaphone of large accelerators (@ycombinator) or big-name VCs—but we built something we believe is more powerful and more useful for real ML teams than anything else on the market today.

Our vision is simple:

Let Sara handle the mundane, repetitive, and constantly changing infrastructure work, so engineers can focus on building models—not managing ops.

We want to help teams:

- Avoid hiring endless Ops roles
- Stay in control of their infrastructure, as it is ever changing in AI.
- Move faster with fewer resources
-Break the monopoly of the hyperscalers

This is just the beginning. The future of AI infrastructure is agent-driven, and we’ve worked relentlessly to bring that future to life.

Come join us on the journey—and help us make Sara extraordinary.

https://t.co/CKsJ5crJrd

#AI #GPUs #MachineLearning #MLOps #Infra #Founders

[Sarah Floris @ADutchEngineer]

Fun fact: if your merge is too large, Claude Code and Github will judge you.

Don't ask me how big mine was 🫣

[Sarah Floris @ADutchEngineer]

Every time Claude Code remembers something I wrote in https://t.co/u8PnNXVT6X, I do a little dance. 💃

[Sarah Floris @ADutchEngineer]

I got a 3D printer for Christmas. The first thing I did was break the hex key that came with it.

[Sarah Floris @ADutchEngineer]

The difference between a thought and a product is execution. It is time to get started folks!

[Sarah Floris @ADutchEngineer]

I get it. You don't want to use LLMs in your code. That's fine.

But have you considered using it for documentation? or leadership updates?

#llm #data #engineer

[Sarah Floris @ADutchEngineer]

For those of you who are currently interviewing for machine learning roles in startups specifically, make sure that the machine learning is part of the product and roadmap on an executive level.

This will save you a lot of stress and energy in the future.

#data #ml

[Sarah Floris @ADutchEngineer]

@claudeai Claude Code now crashes the terminal if it is stuck in the following section. It goes into like a lot of subtasks 20+. I prefer not seeing the tasks over it crashing, so could we add a new toggle so the overflow does not affect the interface? Appreciate you all🙏

[Sarah Floris @ADutchEngineer]

Always note what audience you are talking too.

Some engineers will say "production is broke" when there is some functionality missing.

Don't say this to your manager. Their heads might explode.

[Sarah Floris @ADutchEngineer]

A dense but great read.

https://t.co/6cMwTXx3oJ

[Sarah Floris @ADutchEngineer]

I am just going to keep reading about how GPUs are being built and how self-attention came to be. ✨Take a look at the free Dive into Deep Learning book https://t.co/0nP3L65UCZ.

[Sarah Floris @ADutchEngineer]

We are only as good as our teammembers.

[Sarah Floris @ADutchEngineer]

At your core, who do you want to be?

[Sarah Floris @ADutchEngineer]

How Python Came About: https://t.co/kazRe1Z6Ie

[Sarah Floris @ADutchEngineer]

Cursor added planning mode. I was getting frustrated with todos because I thought that was their planning mode. That was not the case.

Check out planning mode -> https://t.co/gDx1lIYhLU

[Sarah Floris @ADutchEngineer]

#goals

[Sarah Floris @ADutchEngineer]

Does your brain go fast too? Like I am sitting here thinking about the next two steps that I have to build out while focusing on the current step.