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Here is how I can help you achieve your goals. 👇
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📚 Accelerating your data or machine learning career
📚 Automation (Git, Bash, etc)
📚 Spark, Databricks, Scala, etc
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✅ Join 3.0k other subscribers who are accelerating their career growth by learning about data, machine learning, code best practices, and career advice @ dutchengineer.substack.com (FREE)
✅ Join 760+ students advancing in their careers with my courses:
💡 Building a successful data portfolio (FREE) dutchengineer.org/course/bui…
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; dutchengineer.org/course/pra…)
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
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This course is for you if:
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I should start posting all of the comments that the LLMs make. lol Is really 1500 lines in a file a God Object?
It is the sweetest thing when your pup who just learned about their pets button clicks the pets button 🥹
Sarah Floris retweeted
Skyportal.ai 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.
skyportal.ai
#AI #GPUs #MachineLearning #MLOps #Infra #Founders
Fun fact: if your merge is too large, Claude Code and Github will judge you.
Don't ask me how big mine was 🫣
Every time Claude Code remembers something I wrote in CLAUDE.md, I do a little dance. 💃
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.
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 d2l.ai/index.html.
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 -> cursor.com/docs/agent/planni…
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.
Yesterday I said LLMs are not like puppy training, but I was wrong. Just like dogs need clear commands, LLMs need precise prompts. When we are vague with either, we get unexpected results, then blame the dog or the AI. The key is learning to communicate effectively.



