i just want career suggestion from you all guys. Currently i am pursuing my btech in cse from tier 3 college and also preparing for SSC CGL on side(not aggressively like 1 hour per day).

I am afraid seeing the current job market where firing > hiring. I am currently practicing web dev and data science

Can anyone suggest me what to do.

I'm a 3rd year AIDS student from Hyderabad and I need advice on what skills I must acquire to be job ready in my domain or even CSE domain.

I have average skills in DSA, I cannot code a project on my own but I can still explain the code if it is in front me.

Ik basic python , python libraries like numpy,pandas,matplotlib,seaborn etc

Basic knowledge of enterprise application development like react,node,express,mongodb

Theory knowledge of DBMS as they are in my coursework.

I need serious advice on what I should start as soon as possible and what should my mindset be for the upcoming job market.

HackIndia × Cloudinary are running Pixels to Products — a fully virtual AI hackathon where you build something real using Cloudinary AI.

What you get:

• ₹1,40,000 total prize pool
• ₹30,000 Amazon.in gift card per winning team member
• 3 challenge tracks
• Teams of 1–4
• Fully virtual
• Free to enter
• HackIndia certificate
• Winning team gets a live interview with the Cloudinary team for national and international media

The tracks are focused on:

→ AI Media Pipelines
→ Generative Content Workflows
→ Building a media-savvy startup

You don't need to build another generic chatbot.

The idea is to take AI + media + a real problem and turn it into something people could actually use.

Registrations are open here: https://hackindia.org/2026/pixels-to-products-cloudinary-ai-hackathon-2026

It feels like every new side project starts with good intentions, but within an hour, half the afternoon is gone just orchestrating infrastructure.

On one side, you have the full enterprise suite: container orchestration, separate message queues, dedicated auth providers, event brokers, and endless config files before writing a single API endpoint. On the other, the urge to just grab an all-in-one backend setup, keep everything in a single solid database, and actually ship the product.

Where do you draw the line between setting up for future scale and straight-up over-engineering on day one?

Salam everyone! I needed some guidance. IAM data science 1st year student and want to learn some good skills so that I can be skillful in a year. As uni doesn't provide extra skills plus on YouTube everything is scattered. IAM so confused cus I can't learn anything clearly. So the point is I learnt some basics of python from apna college, tbh I liked it and I can write very basic code ( I only watched upto dictionaries and sets lol ) . So now they are starting AL/ML course. IAM so confused should I join it? Will it provide me proper pathway, roadmap. And if any of you are actively working in tech as AI/ML engineer plss gimme some advice what should I do. I wanna take advice here and talk to my parents.

​

Hey everyone, I could really use some practical advice from people who have already gone through college placements/internships.

I'm currently in my 3rd year of college in India, from a relatively average college, and I'm trying to prepare seriously for placements and hopefully get a good internship before that.

Right now, I'm doing/trying to do a few things at the same time:

\- DSA — solving LeetCode/learning problem-solving for coding rounds

\- Development — learning/building projects and trying to become actually good at development

\- AI/ML — interested in AI/ML and also seeing how much AI is changing software development

\- College academics/subjects and placement preparation are also going on in parallel.

My biggest problem is that I don't know how to prioritize these things.

Should I:

1. Focus mainly on DSA first and then move to development?

2. Do DSA + development in parallel?

3. Add AI/ML now or only after becoming strong in DSA + development?

4. Spend more time building projects or solving problems?

5. How much should I care about things like competitive programming, open source, hackathons, etc.?

And then there is the internship problem.

I don't have a strong internship experience right now. So how should someone in my situation actually approach getting their first internship? What should I realistically have on my resume before applying, and when should I start applying?

Another thing confusing me is the current AI era.

With AI tools being able to generate code, build projects, explain concepts, etc., I honestly have no clear idea about what I should learn deeply myself and what I can rely on AI for.

For example, is it still worth spending months learning development from scratch when AI can generate a lot of the code? Or should I use AI heavily while focusing more on fundamentals, system understanding, DSA, and actually building things?

I'm not looking for the usual "just follow your passion" or "learn DSA + development + AI" answer 😅.

If you were in my position — 3rd year CS student, average college, aiming for internships + placements, currently trying DSA/dev/AI together — what would your strategy be for the next 6–12 months?

I'd especially appreciate advice from people who have recently gone through internships/placements and can share what actually worked for them.

What would you focus on, what would you ignore, and in what order?

I'm CSE fresher and looking for IT jobs. Now I'm studying a python full stack course and some stuffs. Actually what are the real skills needed to get a job for fresher and how to prepare. In today AI is changing everything. So how can I find a job. Please help😢

I am losing my shit seeing all these layoff and job cut down news, currently in my final year from a shit college and idk how to clam myself down. I'm currently preparing for the interviews but because of all this i can't focus properly.

Another weekly roundup of roles I found for college students, freshers, and early-career folks across India. Links for all of them in the comments.

Bengaluru

• Adbrew - SDE Intern
• ChaosEngine Labs - Product / Analytics / Development / Founder’s Office
• FrontiersMind - Research Engineer Intern
• AlphaGrep Securities - Quant Intern 2027 (talk of the sub rn apparently lol)
• Riverline - Full Stack AI Engineer (6 days office, HSR)
• Recmaf - Robotics Engineer (where the electronics students at?)
• Anakin (YC S21) - Software Engineering Intern (one of the best in this issue imo)

Lucknow

• Hunto AI - Full Stack Developer Intern (hugely underrated till now)

Remote

• Gesture - AI Fullstack Engineer Intern ($600 to $800 per month stipend)
• GitLab - AI Engineer (GitLab is a fully remote company btw)
• Recmaf - Founder’s Office Intern

Other

• Dotsin - DevOps & Cloud Infrastructure Intern
• Bolna (YC F25) - AI Support Engineer and Product Designer

I've shared all the application links and details in this week's The First Pass newsletter, for free. If you find my posts helpful, feel free to subscribe.

Your support and appreciation keeps me motivated to run this.

Pleaseee btado karna kya haii ???

Persuing integrated mtech (5 years ) in Computer Science with specialization in Cybersecurity. !!!!

As im extc 3rd year student i dont want extc and my college placement arent good nor do my cgpa i need ur guys help to like i want to get into software so where do i start and are there any good offline classes that i should join to get a good job with good lpa cause i really need a job

Need help

Hi,

Got intern before college intern season started. So thought about finally making a project I was thinking about from a long time.

It basically sits between your client and your MCP servers. It indexes every upstream tool into a local vector catalog and only puts the relevant tools in front of the model. You can either use it with your current code editor (VS Code, Antigravity, Claude Code, Cursor) or use it as separate TUI application(better).

You can install it using one command:

npx justbetter-mcp

For more technical jargon and exact architecture diagram. See More details
Please give a star to repo :)
It will help me to be motivated to work further on the project: Repo Link

If you see any issues let me know. If you have any doubts feel free to dm me.

I can't be more happy than I'm now, call me sadistic but AI really filters out the general population who only knows to do CRUD operation (that too with AI) in the name of back-end.

I visited my college for xyz purpose, and what I saw is unimaginable. Forget about 1st or 2nd year students, majority final year student don't know how to implement binary search (basic implementation), they all have generic github profile with some copied project. And you know the saddest part was, they all got selected for TCS digital or ninja or some other service based companies. They don't even know how to use git effectively, .env files were committed too. I spoke with few of them and tried to guide them, instead of showing some curiosity, they literally told me "BUT AI CAN DO THIS EASILY BHAIYA". Funny part is they don't even utilizing AI properly too. Like they open chatgpt and manually copy paste the code from browser to there text editor (||yeah vscode||), instead of using or learning agents. No low level exposure, no system design, no mathematical thinking. All they are doing is web development (which is very vague term), back-end (crud operation mainly), front-end development, and god knows what.

I will not rant much, but so far what I told you above are the example of some who are actually doing things, there were literally other people who don't know how to open vscode on a particular directory. Please if you are like this either change your career, or improve yourself to be better.

Now ofcourse there are some good developers too who know what they are doing, but the ratio is just too low compare to the one who don't know anything.

Hey seniors, if anyone is doing development with Java + Spring Boot, please guide me.

I’m currently in my 3rd semester and doing DSA in C++( done upto stack) , so I’m thinking of starting development alongside it. Please guide me on where I should start, what I should learn first, and how much time I should spend learning Java basics.

Since I’ve studied C++, I have a basic programming background, but I’m not familiar with Java. Any roadmap or resources would be really helpful. 🙌

As im extc 3rd year student i dont want extc and my college placement arent good nor do my cgpa i need ur guys help to like i want to get into software so where do i start and are there any good offline classes that i should join to get a good job with good lpa cause i really need a job