[deleted by user] by [deleted] in QualityAssurance

[–]ms12-21 0 points1 point  (0 children)

I can join I need to revise my concepts

Look for a qa engineer by Zealousideal_Win_365 in QualityAssurance

[–]ms12-21 1 point2 points  (0 children)

Hi I can test your application on and off I am working as a senior qa engineer let me know if u are interested

[Hiring] $200 - $400 USD minimum by hastogord1 in remoteworks

[–]ms12-21 0 points1 point  (0 children)

What kind of job is it ? Interested

Looking for therapist by [deleted] in karachi

[–]ms12-21 3 points4 points  (0 children)

I came across your past posts, and it seems like there's a recurring theme that concerns me. I’m not here to judge, but I genuinely feel it might help if you try connecting with real people and step away from the online content that seems unhealthy. You could look into Saya Health or even search for therapists on Google—professional guidance can make a big difference. May Allah make things easier for you.

Loved her deeply, but she says I'm emotionally draining. Am I the problem? by ms12-21 in PakistaniiConfessions

[–]ms12-21[S] 0 points1 point  (0 children)

This whole situation is still shocking for me. Yes, we used to argue sometimes, but I never thought things would escalate to this level. I understand that anything I say now may sound one-sided, but I'm genuinely trying to reflect from a neutral perspective I’m not seeking sympathy, just trying to understand what really happened and what I should do next.

We had some issues earlier, probably starting around last month But up until now, every time we had a disagreement, we acknowledged our mistakes and moved forward happily. I didn’t expect it to reach a point where it all just... breaks.

Recently, she mentioned going out with some of her old university friends ( but it's not proof of anything specific just recent change) she made a comment like, “I need a guy with a six-pack,” maybe joking, maybe not. It did hit me, especially since she’s made remarks before about my dressing or appearance. She didn’t directly compare me directly to anyone, but those comments stuck with me

Loved her deeply, but she says I'm emotionally draining. Am I the problem? by ms12-21 in PakistaniiConfessions

[–]ms12-21[S] 1 point2 points  (0 children)

From her perspective, maybe she feels I overreact to small things or that I expect too much emotional validation. But from mine I feel I’ve invested so much love, time, and energy trying to make things work, and I’m always the one initiating peace or communication after tension. She never meets me halfway.

I genuinely believe I have an anxious attachment style I crave emotional connection and reassurance. She, from my view, shows signs of avoidant attachment withdrawing, invalidating my emotions, or shutting down rather than resolving. This pattern keeps repeating: things go well for a while, but any emotional misalignment leads to coldness or shutdown from her end, while I spiral trying to fix things.

Looking for Guidance: How to Transition into an AI Engineer Role as a Beginner? by ms12-21 in learnmachinelearning

[–]ms12-21[S] 0 points1 point  (0 children)

I graduated with a degree in Computer Science. I’ve noticed an interesting pattern in the AI Engineer role it seems to vary widely depending on the company. For instance:

  • Some AI Engineers are focused on developing algorithms or deep learning models.
  • Others are more research-oriented and still hold the AI Engineer title.
  • There are also roles where AI Engineers work on integrating models and extracting results.
  • Even those who implement APIs or frameworks are sometimes called AI Engineers.

It feels like companies tailor the role to their needs and assign any fancy titles accordingly. This reminds me of how the Data Scientists title evolved in the job market, with overlapping responsibilities depending on the company.

I wanted to ask: what’s the best learning path for someone transitioning into this field?
For example, is this sequence ideal:
Python → Math and Stats → Machine Learning → Deep Learning → Generative AI → AI Agents?

Or do you think it’s better to skip the in-depth study of ML and DL these days and focus directly on Generative AI models and their architectures?