26 Comments
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LUCKY LETUKU CURVENTURE's avatar

thanks man can add this topic on youtube where it guides us in a form of short video i think we help to funel

Arman Khondker's avatar

yea i'll be posting an in-depth video on youtube soon!

Shoayb Sakandiya's avatar

Ok yes I subscribed 👏👍

Diego Turco's avatar

Nice job, Arman! Thanks for sharing it :)

Arman Khondker's avatar

appreciate it Diego! more to come

Vivek Raj's avatar

Such a good cover-up of the entire AI/ML workflow and how to break into it. ✨🔥

Arman Khondker's avatar

will provide more resource for AI/ML, ty!

Toptech5419's avatar

thanks for this!

Arman Khondker's avatar

of course, more posts soon!

Adhvaidh S.'s avatar

Great work. Loved this!

Logan Thorneloe's avatar

Great article!

The section describing what AI/ML engineers do isn't clear. There are a few contradictions (i.e. saying they don't train models and that it can be one of their responsibilities and also saying "unlike ML engineers, AI/ML engineers") that make it confusing. The general premise that AI engineers work at the intersection of software engineering and AI is right. This is a tough section to write, though, as the job is evolving and the roles can be vague.

Arman Khondker's avatar

I’ll rewrite this section for clarity, yea it’s tough given the job description is still being defined. thank you for the feedback!

Deni Codes's avatar

Perfect timing to read over my food, thanks for this brother!

Arman Khondker's avatar

of course! let me know any questions

mariah anderson's avatar

almost a year later and this is still SO helpful and SO relevant! you’ve gained a new subscriber - thank you :)

Naina Chaturvedi's avatar

++ Good Post, Also, start here how to build tech, Crash Courses, 100+ Most Asked ML System Design Case Studies and LLM System Design

How to Build Tech 

https://open.substack.com/pub/howtobuildtech/p/how-to-build-tech-10-how-to-actually?r=14q3sp&utm_campaign=post&utm_medium=web&showWelcomeOnShare=false

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Crash Courses

https://open.substack.com/pub/crashcourses/p/crash-course-09-part-1-hands-on-crash?utm_campaign=post-expanded-share&utm_medium=web

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https://open.substack.com/pub/crashcourses/p/crash-course-01-a-complete-crash?r=14q3sp&utm_campaign=post&utm_medium=web&showWelcomeOnShare=false

LLM System Design

https://open.substack.com/pub/naina0405/p/very-important-llm-system-design-577?utm_campaign=post-expanded-share&utm_medium=web

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Vallery Flores's avatar

This is gold for these beginners like me how want a start point to leverage their skills and career.

swiley's avatar

Lol no one is going to hire you for ML just because of “networking.”

Any retard can throw things into autograd. If you weren’t already getting hired for data science stuff knowing how to do that won’t change it.

Dad Mode's avatar

In your view, are AI/ML engineers going to be much more sought after than commercial folk that implement AI within businesses to drive EBITDA growth? In my view the latter is not particularly hard but it’s often those alley-oops type roles that really benefit.

Mamta's avatar

Time to release an updated version for 2026!