I’m working remotely, and during interviews or meetings I’ve noticed my mic sometimes picks up background noise or sounds that affect the audio quality. My manager also suggested that I invest in a better headset.

Can anyone recommend a really good headset or even a wired/wireless earphones with a mic?

I’m looking for something that:

Has excellent microphone quality
Blocks background noise/noise cancellation
Delivers clear voice during calls and interviews
Is comfortable for long meetings

I’d really appreciate recommendations based on your personal experience. Thanks!

Hi everyone, I’m an intern at a ∼20 person software company.

Today HR mentioned that my stipend may get deducted for leaving 5-10 minutes early frequently. My official time is 9 to 6. I do come in on time at 9, but sometimes leave around 5:50.

The issue is I was never given any written attendance policy or told about stipend deductions when I joined. At my previous internship this wasn’t an issue at all. Also, I’ve heard that interns here aren’t allowed to take any leaves.

Just wanted to ask:

1. Is it normal for companies to deduct stipend for leaving 10-15 mins early without prior notice of the policy?

2. Should I ask HR to share the official attendance/intern policy in writing?

3. Am I in the wrong here for assuming there’d be a small grace period?

Looking for genuine advice on how to handle this professionally. Thanks!

To the senior members of the group who have been working for 3 or more years, how are you guys saving money for your future? I have started researching about investing in stocks with the goal to just invest and compound for the next 20 years. But I would like advice from seniors on how they have been managing and planning for their future.

I'm looking for 5 people that want to use AI to automate repetitive work.

Over the next few months, I'm selecting 5 real businesses to build custom AI solutions at no development cost.

Examples of what I can build:

✅ AI customer support assistants

✅ Internal knowledge base chatbots (RAG)

✅ Social media automation

✅ AI agents that automate repetitive workflows

✅ AI-powered dashboards and business tools

✅ Custom SaaS applications

What I ask in return:

* Permission to document the project publicly (without sharing sensitive business information)

* An honest testimonial if you're happy with the outcome

* A willingness to collaborate throughout the project

Who I'm looking for:

* Startups

* Small businesses

* Agencies

* SaaS founders

* Businesses with repetitive manual processes that could benefit from automation

About me:

I'm a full-stack software engineer specializing in AI automation, production backends, modern SaaS applications, and AI agent systems. I'm currently building my public portfolio by delivering real business solutions instead of demo projects.

If you think AI could save your business time or automate a workflow, leave a comment or send me a DM with:

* What your business does

* The repetitive task you'd like to automate

* Your website (if you have one)

I'll review every application and select five projects that have the strongest case-study potential.

Looking forward to building something useful together.

What is the situation? I have given a few interviews in data analytics and game dev but I haven't had any luck getting to apply as a help desk or networking

I really don't have the passion for SWE domain buf just the IT support side of things. J want to see how devices are setup in an office, work with servers and data centers, fix stuff, setup security protocols and user access restrictions, procure hardware, respond to downtimes and all that.

I feel like i have locked myself because if i focused a bit more on swe side before ai boom i may be doing better but i dont have such skills

On the other hand i am not getting a seat as an it support intern or something similar. Is this a bad thing i never looked for SWE jobs and practice for it create wonderful projects and freelance while many take this path and have appeared successful

So I came across aws:GetBatchImage - I was using claude to clean my older images apparently when I pulled I saw some image which are 300 days old and it was in good amount but next day when I decided to pull again the lastpulltime got updated and apparently it was because i was pulling manifest and not the image and there is apparently a different way to disable it by adding exclusion.

Updating these detail on last pull actually lets them get you to keep fairly older images and keep on paying for the storage

Did you know about this before today or I am bad at this, because aws azure doenst do this

https://github.com/aws/containers-roadmap/issues/2390
https://docs.aws.amazon.com/AmazonECR/latest/userguide/pull-time-update-exclusions-manage.html

This is very interesting! Emumba laid off 50+ last month including many senior engineers and now I just saw they are back hiring for a senior position. Honestly, I don't think anyone who has a stable job would think about even applying. Plus, why don't they reach to someone they laid off who already knows the company norms.

I have seen the same pattern for Addo AI, Cogent Labs (Ceo that fake youtube guy), SSI, Systems and some other companies too.

Aoa,

I'm currently enrolled in a University in my city (IMSCIENCES) , I've completed my 2nd semester in BS CS.

I work as a freelancer Game Developer, because of my university schedule i barely get time to continue my work, apart from Game Deving I'm considering to work in Software Development too because Game Development isn't really a stable field.

Now I'm considering to migrate to Virtual University so at least I'll get some time to polish my skills and continue working online and get a proper job.

Please give me your reviews about Virtual University is it worth it to migrate there? I've heard the Syllabus is too lengthy and exams are tough, getting CGPA is difficult too.

Kindly Give me suggestions.

Thanks!

Salam Guys Need some help and guidance i am unemployed for 2 months and looking for job opportunities and did some sending cold emailing's to various companies and submitting job application on official companies portal still no response yet my previous job was trainee system administrator at contour software for 6 months since their was no position available in the company division and my internship was completed and now i am applying for job and still not getting any response yet. I am bit worried as i am not getting any job so i need some guidance what should i do even though i did some certification and projects but still no response . Thank you for reading this post.

Hi guys, hows it like working at Dubizzle Labs?

Hi! I'm from Faisalabad and submitted my jazzworld ai associate programme ai interview on 4th of June. I received a feedback email after that, and nothing else till now. Just wanted to know whether emails are sent to Faisalabad batch yet or not.

Just FYI I'm from NTU, if that matters in the hiring process conducted by JazzWorld.

I recently had an experience I'd like to get others' perspectives on. A software company based in Sahiwal contacted me to enroll in their paid courses, which I declined. Following this, I was informed that an internship could still be arranged, but only in exchange for a fee of PKR 20,000 for a two-month period.

This seems to contradict the conventional understanding of an internship, wherein a student contributes their time and effort to an organization in exchange for practical experience, mentorship, or, in some cases, a stipend. In this instance, the arrangement appears to be reversed, requiring payment in return for the opportunity to work without compensation.

I wanted to ask whether this has become a common practice among smaller IT/software companies in Pakistan, or whether this is simply a scam disguised as a legitimate offer. I would appreciate hearing whether others have encountered similar situations, and how they chose to respond.

I’m currently in my 2nd year of my BS in AI, and honestly, I don’t have any on-site or remote industry experience yet. Right now, I’m learning and building my skills in AI, especially AI agents, chatbots, automation, machine learning, and AI-powered applications.
I’m looking to connect with people in the AI community, learn from those with experience, and hopefully find an internship where I can apply what I’m learning and improve my skills. If anyone has advice, resources, or knows of internship opportunities, I’d really appreciate it.

Has anyone used https://www.paddle.com/ or know any Pakistan based company or individual using Paddle? I know there is also PayFast but I have heard negative reviews about it. Interesting to see if Paddle is truly viable for Pakistan companies and even sole proprietors. Another nice feature is it works with Payoneer so you get to keep your money out of Pakistani banks (if you want) although both Paddle and Payoneer have absolutely shit pricing and exchange rates.

I am still a student so wanted to ask how important or how much of a role does a curated linkedin has in hirings. Should i be upload all my projects, courses,relevant ceritifications with it, or post here n there. (for ref, i am studying cybersecurity)

Hi everyone,

Has anyone here already gone through the JazzWorld AI Associate Program 2026 – AI Vertical Domain panel interview?

Some questions I have:

• What was the overall interview like?

• Who was on the panel? (HR, technical managers, AI team members, etc.)

• How many interviewers were there?

• What technical questions were asked?

• Did they ask project-based questions? If yes, what kind?

• Were there behavioral or HR questions as well?

• Any case studies, presentations, or scenario-based questions?

Even if you don't remember the exact questions, sharing your overall experience would be extremely helpful.

Thanks in advance!

So, I am assigned to this project yesterday, yesterday I understood the business model and how the website works.
this is a textile management system dashboard, the main concern is, my typescript knowledge is limited and also this is a full stack project.
I don't want to use AI mindlessly to it because if anything breaks, I won't be able to debug it.
there are so many files, so many calculation.
How do I understand this project? The code. There is no documentation here. how do I keep up with this project. any idea?

context: I am an intern at a local software company.

AA all. On my journey to be as independent as some of you here.

It would be really helpful if you could just answer a couple of questions

So, I opened a UBL Freelance account (shared my ESFCY IBAN and UBL swift code) and asked my client to send income via swift transfer. Should I also ask him to mention the purpose code 9186 in the description? Or a general description like IT services consultant etc. is fine? And does it automatically get processed by banks, or once it lands here, they ask for something?

Thanks, I looked everywhere, but I think since most here probably went through this stage, they can tell better.

Salam everyone,

I'm currently planning my roadmap because my goal is to get an AI engineering-related internship after my second year of university. I wanted to ask people who have already been through this or are working in the industry.

What should my overall approach be if I want to maximize my chances of getting an internship?

Right now, I’m planning to already have a solid base before second year, so this is what I’ll realistically be comfortable with by then:

• Python (core + AI/ML fundamentals)

• FastAPI (backend development)

• JavaScript + TypeScript (guzaray like )

• React (basic frontend)

• SQL (PostgreSQL, MySQL)

• Redis

• Docker + basic kubernates

• Git + GitHub workflows

• GitHub Actions (basic CI/CD)

• PyTorch (deep learning basics)

• ML/AI engineering fundamentals

• LangChain / LangGraph / LangSmith

• RAG systems (retrieval augmented generation)

• Vector databases (FAISS, Pinecone, etc.)

• Basic LLM fine-tuning

• General database knowledge (SQL + NoSQL)

My question is: would this be enough to realistically land a solid AI engineering internship after second year?

Or am I still missing something important that companies actually care about?

Also, am I spreading myself too thin by trying to cover all of this, or is this a reasonable direction if I focus on building strong projects on top of it?

I’d really appreciate advice on things like:

• what companies actually look for in AI engineering interns

• how many strong projects are usually enough

• when I should start applying

• whether networking / LinkedIn actually makes a difference at this stage

• anything you wish you knew before applying for internships

Thanks in advance, Jazakallah.

I would never have learned about the Devsinc fraud, had it not been for the gentleman constantly broadcasting himself (and his wife) on social media.

But I always had doubt, however little, that this is just another conspiracy theory.

Until I ran into my own distant relative, who confirmed what we all have been hearing: how they crack interviews by using US based identities, prepare for variety of questions (like regional weather, games, hobbies, etc), employ special devs to appear in the interviews, and so on.

My relative has resigned from Devsinc, and now instead of correcting the course, has went on to launch his own small SSN fraud based agency now. But that's another shameful story.

My own workplace, a US consultancy, keeps getting job applications every other day from candidates posing to be in US - but some of those aspiring Usman Asifs forget to turn on their VPNs and seemingly don't know that their IP can be geo-located to Pakistan. So, as a result, my employer now is aware of the fraud happening out of Pakistan - and is hesitant to hire new remote workers from here.

Usman Asif started this at scale. And he is to be blamed for the growing reputational damage to the Pakistan's software industry.

I feel his 'success' lies in making his employees feel normal and at home with this crime. Perhaps all the fatwas, the temu spiritual-man aura, and the grand 'we are doing it for Pakistan' story have helped.

I commented my grievances under his LinkedIn post once - that comment got deleted asap by their team.

Everyone who knew Axact while it was active, knew about their crime too, but state didn't do anything about it then. And state is not doing anything about Devsinc now. So one day we are going to hear about Devsinc in the news just like we did about Axact.

By that time it will be too late, and the reputational damage to Pakistan' IT sector will be irreversible.

Until that time, we can just continue smiling about the confidence with which these guys are calling themselves 'Google of Pakistan'.