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I found way (vulnerability) where i can find phone number & email and location where account is being accessed from tiktok , Facebook and Instagram.

Also i own a cyber intelligence and digital forensics agency, and now this is my hot selling service.

My website: strikeintel.org

Faq: commonly ask questions:

**Social media details:**

Yes I can (not any law enforcement agency can do) find phone number, location and email associated with Facebook, Instagram, tiktok and telegram ( NCCIA can request meta for details but limited to cases of CSAM, blackmailing, actual death threats only.

**WhatsApp**:

Yes law enforcement can request data from WhatsApp in above mentioned cases and they do receive 90% but its own WhatsApp if want to give info or not. (I can pull WhatsApp call logs of Pakistani users) But they can pull msgs,calls both without permission of WhatsApp

**Call record, location tracking:**

Yes all of us are being recorded, monitored,can be traced, listened , but they aren't interested in everyone

**Background check:**

We do BG check for corporate employers, private institute, marriage bureaus or individuals, business partners.

You can ask more questions, i would love to help, answer your queries.

I’m currently learning LangChain, LangGraph, FastAPI, and PostgreSQL, and I’ve already built a few projects using these technologies.

I’m planning to graduate in May 2027, and I’m trying to decide what I should focus on next to become more industry-ready.

Would it be a good idea to add React.js to my current stack and aim for a Full-Stack AI Engineer profile?

My thinking is:

Python + FastAPI + PostgreSQL + LangChain + LangGraph + React

For those already working in AI engineering, backend, or full-stack AI roles:

Is Full-Stack AI Engineering a good career path for the next few years?

Would learning React significantly improve my opportunities, or should I go deeper into AI/ML instead?

What skills are companies currently looking for in AI engineers?

What would you recommend I learn or build before graduating in 2027?

Are there good opportunities for this profile in Pakistan or internationally?

I’d really appreciate advice from people already working in the industry or hiring for these kinds of roles.

I've been working in data analytics for about 15 years now, across ecommerce, banking, telecom, and startups, including a stint at Amazon. I've worked as an Analytics Lead and Data Scientist at various companies along the way.

I'd like to give back to the community a bit, offering free 1-2 hour mentoring/advice sessions to a couple of people, no strings attached, just want to help.

My preference is people currently working as data analysts who want to level up to the next stage in their career. Especially interested in helping people figure out how to effectively utilize AI without getting replaced by it. Also open to folks looking to break into data analysis from a different background.

We can talk through career growth (analyst to senior/lead/DS), practical AI tools/workflows for analytics work, feedback on your projects or work samples, or just general questions about the field.

DM me or comment and I will reach out.

Can someone tell me why we need to hire from FAST when claude is doing heavy lifting ?
Seems like graduates from other institutions are the right fit for now, cheap affordable and can be good.
And do not come to me with technical stuff, i am a heavy user of claude and worked with them as well

Aoa I'm a computer engineering student from comsats

In this degree they're are electives such as Ai/ML data mining data science fundamentals etc etc

But the thing is ,is this degree recognized for data science roles??

Like can I become a data scientist after this degree will I have issues finding jobs as compared to CS or DS student????

I’m a Software Engineering student, starting my 6th semester soon, and I’m trying to get some genuine advice from people who have experience in the industry or freelancing.

A little about me:

• Previously worked with Flutter/mobile development
• Currently focusing on AI Engineering
• Learning things like LangChain, LangGraph, FastAPI, PostgreSQL, MCP, etc.
• AI Engineering is my primary direction, while I plan to keep app development as a secondary skill.
• My long-term goal is to build an independent/freelancing career, rather than making a corporate job my end goal.

My main confusion is about which path I should prioritize first.

I know that if I get the opportunity to choose between a job and freelancing, my preference would be to build toward freelancing/independent work. But at the same time, I don't want to ignore industry experience, because having real professional experience could give me a strong foundation and keep the job path open as a backup.

So I'm trying to decide:

Should I first focus on getting an internship/job to gain industry experience and then move toward freelancing?

Or should I start freelancing as soon as I'm technically ready and build my client base/experience from there?

And if starting freelancing now is the better option, how should I actually start?

I understand that university + work + freelancing + learning can become difficult to manage, so I'm also interested in what is realistically achievable for a student without burning out.

For those already working in AI/backend or freelancing:

• Is AI Engineering currently a realistic freelancing path?
• Should I try freelancing with AI Engineering directly, or use my Flutter/backend skills to get initial clients?
• How would you personally structure the next 1.5 years if you were in my position?
• What would you prioritize most before graduation: skills, industry experience, freelancing, money, or something else?

I'm not looking for generic advice. I'd really appreciate hearing from people who have actually gone through this journey, especially in the Pakistani or international market.

looking for sincere suggestions and opinions as my own thoughts are too scattered to decide

If you were back in your 6th semester, what would you do differently?

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I've completed my 5th semester of CS, and I’ve been learning frontend on my own.

I completed HTML, I’m currently learning CSS, and JavaScript alongside it. Plan is to focus on the frontend first, get some practical experience by doing an internship, and then eventually start learning the backend as well.

I don’t wanna wait until I’ve learned both frontend and backend.

I want to become ready for an internship within the next month or so. Should I learn some backend too?

I want to know what are the requirements for a web development internship. Or anything else that i need to know.

Has anyone here worked on an attendance system using face recognition with CCTV cameras? I'm working on a project for a college that wants to implement something similar.

Looking for advice on the face recognition models, CCTV setup, hardware and overall implementation.

If you've worked on a similar project, I'd really appreciate some guidance. Kindly dm. Thanks!

Hi everyone,

I’m a final-year Computer Science student and I’m planning to build my career specifically in fintech/backend engineering.

I’m currently learning Java + Spring Boot for enterprise and fintech roles. I already have backend development experience with technologies like FastAPI, Express.js and NestJS, but I want to specialize more deeply in fintech rather than remain a general full-stack/backend developer.

I’d especially like advice from people currently working in fintech, banking, payments, wallets, card processing, or financial infrastructure.

A few things I’d love guidance on:

1. What do fintech companies expect from fresh graduates/junior backend developers besides Java + Spring Boot?
2. Which fintech/domain concepts should a developer understand? For example: ledgers, double-entry accounting, payment lifecycle, settlement, reconciliation, refunds/reversals, chargebacks, ISO 8583, transaction processing, etc.
3. Which backend technologies should I prioritize? Kafka, Redis, PostgreSQL, Docker/Kubernetes, microservices, distributed systems, observability, cloud, etc.
4. What kind of project would actually impress a fintech interviewer? I’m considering building a wallet/payment system with proper ledger entries, transaction states, idempotency, reconciliation, event-driven processing, and failure handling instead of another CRUD project.
5. How important are DSA, system design, databases and concurrency for entry-level fintech interviews?
6. What are some things you only learned after actually working in fintech that you wish you had known earlier?
7. Finally, is specializing in fintech early in my career a good idea, or would you recommend becoming a strong general backend engineer first and specializing later?

I’d really appreciate answers from engineers currently working in fintech/payments/banking, especially Java/backend engineers.

Thanks!

Hey all,

Quick context: I'm a full stack developer, Top Rated on Upwork, and have shipped 2-3 production apps for international clients, mostly Flutter/React/Node.js/Firebase, with REST APIs and payment integrations. Also comfortable with Python and picking up new stacks fast.

Tech market is rough right now and I know I'm not alone in this. I'm not being picky, open to full-time, contract, remote, onsite, junior roles, whatever's out there. If your company is hiring or you know someone who is, I'd genuinely appreciate a referral or even just a pointer in the right direction.

Happy to share my resume/portfolio/GitHub if useful. Thanks for reading, and good luck to everyone else in the same boat.

I have been thing what should I choose for backend as i want to become a full stack engineer. I just completed js and React in frontend . I am confused between java+spring boot or .Net . I will learn python as well .

What's your opinion ? What will be better option for me ?

Aoa, Hey everyone,

I'm a UI/UX Designer based in Bahria Town Phase 8, Rawalpindi, and I'm starting my BS Electrical Engineering at COMSATS University Islamabad this September.

Because I'm looking for something compatible with my upcoming university schedule, I've decided to explore real-world collaboration instead of continuously chasing traditional part-time jobs.

I'm looking to collaborate with a developer, startup, or small product team on something that actually gets built.

What I can help with:

• UI/UX for web, mobile & tablet
• User flows & wireframes
• High-fidelity UI
• Prototyping
• Responsive design
• Design systems & components
• Dashboards & SaaS products
• Landing pages & product UX

I currently have 8 projects in my portfolio covering AI, SaaS, healthcare, fintech, automotive, marketing, and more.

I'm open to:

• Individual developers
• Early-stage startups
• Small software/product teams
• Remote collaboration
• Hybrid collaboration in Islamabad/Rawalpindi

For the right project, I'm willing to work FREE / ALMOST FREE initially. My main goal is to gain real-world experience, work alongside developers, understand the product-building process, and provide genuine value in return.

I'm not looking to make another concept project just for my portfolio , I want to work on something real that actually gets built.

Portfolio: ayanuiux.com

If you're currently building something and need a UI/UX designer, DM me. Even if you're still at the idea/prototype stage, I'd be interested in hearing about it.

Aoa I am student in 6th semester 7th starting soon i am also interning at a place which will not hire me because they dont have new projects and had to lay off alot Of employees because they were unable to lock new projects.. So i wont get hired there its just a 2 months summer internship i just go there to learn not work… I think that till I am going to graduate its gonna be hard for me to get a Job thats actually Good and even thinking about Getting into a Big company sounds Impossible i am an average Programmer and also have been an Average Student since the beginning i do try understand things at a deeper and avoid using AI for problem solving its frustrating to see job posting and realising i dont fit in these descriptions at all… I want to Do a Remote job as well Wanting doesnt mean i will have it i know i have to work hard obv but the market right now is very harsh i cant even change my field there was a time i was proud of what i ak doing but now its sucking the life out of me …I have always been a mature person just wanted to dedicate my youth to work hard and give back to the community Earning halal is the baseline so never went towards shortcuts My tech stack is Core PHP, Basic Python, C#,Asp.net core SQL and Introductory level Js,React native also learning Ai Rag etc never feels enough the job posting change day by day Devops etc I dont know If i am thinking in the right manner or what but things have been the most difficult Posting here cause I have no one to discuss cause not everyone can understand

Hey everyone 👋

We're an accounting firm based in Pakistan, and we're currently exploring the idea of building a custom AI assistant with a realistic live video avatar.

I'd love to get some advice from devs here who have worked on similar systems.

The main idea is an assistant with:

✅ Workflow automation to handle admin tasks

✅ Real-time voice and video conversations

✅ A persistent live avatar with memory

✅ Integration with basic software like Word, Excel, and email

We're currently in the early research phase and just trying to map things out. I'm hoping to get a realistic idea of what timelines and costs look like in the local market before we start planning next steps.

I'm mainly trying to figure out:

1️⃣ What tech stack would you recommend for this?

2️⃣ What would a basic MVP roughly cost to build?

3️⃣ How much time would it realistically take?

4️⃣ What are the biggest technical roadblocks to watch out for?

I'd really appreciate any insights or lessons learned from anyone who has worked on live video agents or workflow automation. Thanks!

I have seen many people posting themselves on Reddit and telling their tech stack etc to get hired.

Do you guys really get hired here ?

How often ? In percentage ?

We’ve been talking a lot here about how people are losing jobs, how difficult it has become to land a new job, and how competitive the traditional hiring market is.
But what about the other side of the market?
For people doing freelancing on Upwork/Fiverr, USD-paying remote jobs, small dev shops/agencies, and contract work

how is the market actually looking right now?
Are clients still spending, or has demand dropped significantly?
And for developers with decent skills and experience, is it currently easier to make money through freelancing/remote work than through trying to get a traditional local job?
Would love to hear from people actually working in these areas. What are you seeing in 2026?

2 months ago we decided to start cold calling US businesses selling them websites and video editing.

At first i thought it only depends on your accent and a magic sales pitch. I then Implemened a proper cold call structure for it.

But then i noticed the the quality of the leads we were calling were bad. So i got to work with my dev skills. Setup scrapers pulling data from google maps, 150k places per 24 hours. I then refined based on a criteria with low and recent reviews. Got some good responses where people were actually like "we're not interested at the moment but send us your portfolio for the future".

I knew from the start that selling website and video editing is an overly saturated market but tried it just to build the process and repeated rejections do build your patience.

Now, circling back to the original question, does anyone have any idea what services are actually in demand right now. If you own an agency/startup or just work for one. Any perspective might really help me out.

I recently applied to CureMD for an Associate Software Quality Assurance (ASQA) role as a fresh grad and wanted to know about their work culture and salary expectations I should have.

I once applied to a small company for ASE and when they asked me salary expectations I told them around 110k-140k and they said I need to lower my salary expectations (I didn't get the offer and I think my salary expectations might have played some part in it).

So I need to know how much should I be expecting such that I don't quote something too high(or too low). I was thinking of mentioning around 130k, but I have no idea if that's reasonable for CureMD.

A few things I wanted to ask:

• What salary range do they usually offer fresh grads for ASQA?
• Would around 130k be a reasonable expectation, or would that be considered too high(or low)?
• If I mention a higher expected salary during the HR interview, does that negatively affect my chances, or do they usually negotiate?
• What is the overall work environment like at CureMD, especially for QA?
• What perks/benefits do they offer? Do they provide fuel fee etc?
• And if anyone has gone through their HR interview, what kind of questions should I expect or prepare for?

Would really appreciate any recent experiences or advice!

Please suggest best, affordable & reliable dialer for cold calling on US numbers. Recently I've been scammed by purchasing a Dialer from company called Dialsyx, paid everything they give US number and setup info, made a WhatsApp group for support and everything even they provide support few times but suddenly all the FB page, insta page got vanished and everyone left from whatsapp group and mobile number got not in use when i called for support. Please help in this regard.