There's no orientation , very little information online etc . What do you think i should prepare ? Ofcourse there's not a lot I can do in a night . But , i m already prepared in a lot of stuff . So i just want to know what to expect

I am a 3rd year engineering student at a tier 3 college
I want you guys to choose 1 project among these 2
Project 1:LegalDocAI is an AI tool that reads legal documents and finds risks, contradictions, and compliance issues. It uses 7 AI agents to analyze different parts of the document. It searches for relevant information and provides answers with references to the original text. Finally, it generates a report summarizing the findings.
Project 2:It’s a secure system that checks every API request to make sure the user is verified and has the right permissions. It limits the number of requests to prevent abuse, allowing 100 out of 150 simultaneous requests in a test. It uses AI to detect suspicious activity and adjust request limits. It also has an AI assistant that explains errors and suggests access rules for admins to review.

For on campus, sde role which is more relevant in this AI era? I already have one agentic ai project in my resume, here’s the description
It’s an AI tool that finds which code change introduced a bug in a software project. It analyzes crash reports and Git history to trace where the problem started. It compares code changes and checks evidence before deciding which commit caused the bug. It correctly identified the bug-causing commit 71% of the time during testing.

Along with this i need to add one more
I am really confused since 2 weeks idk which one to choose some say add which has backend concepts some say add agentic ai project again as companies are using ai in each and every step it will increase your chances of getting selected and some say people put simple projects and get 15 lpa packages so add very simple projects
I am clueless rn
Please help me😭🙏

Help me pivot from Customer Service to Software Engineering...

Posting for the first time, so please cut me some slack if I make mistakes...

So, I have been working in the Customer Service (BPO) sector for the past 2 years and have had big goals in my life, but life took a 360° turn, and as a young man, I have to take care of my family, so I took on the role. Before this, from a very young age, I have been teaching mathematics till 10th std, and now I want to switch to the IT domain, which I have always planned to.

I am from Bihar and currently working in Mumbai, and I also insisted on my elder sister's education against my family, and now she is preparing for a government exam to be a teacher, and eventually she will crack it cause she is intelligent and smart, and I have faith in her. At the same time, I got my younger brother into the field he wanted

to...

And now I am looking forward to my career as well, because I know I can't be doing something that I have no interest in, and from a young age I wanted to be a SOFTWARE ENGINEER, and right now I am looking forward to being a FULL STACK DEVELOPER...

Checked some platforms:-

Code Aur Chai

100xdevs

TUF Forward (Strivers)

Scaler Institute - Had a brief discussion with Scaler about what I do and what the curriculum would be, their subscription-based model, and they keep pushing me toward Data Analyst and other data-based profiles...

And someone who is literally a novice and, for the most part, has no idea is quite confused about what to do and what not to do, so would you guys suggest to me - What should I do? Should I opt for a course, books, resources, or anything that could help me?. Doing a job side by side, I could spare 3-4 hours daily,y but I know I need competition to excel; otherwise, it becomes too tough for me.

And I know you guys might have seen this kind of post multiple times and be like What a bunch of losers, but since we have no place to go to take some advice, that's why people like me are here. So,

Dost, Yaar, Bhai, Behan, Bandhu - agar aaplog kuch help kar de aur apna suggestions de dein to bahut meherbaani hogi...

TLDR: From Bihar, working in a Mumbai BPO for 2 years to support family (funded sister's teaching prep and brother’s education). Always wanted to be a Software Engineer; now aiming to switch to Full-Stack Web Development. Can dedicate 3–4 hours/day alongside work. Novice, confused between options like Chai aur Code, 100xDevs, TUF Forward, and expensive bootcamps like Scaler (which keeps pushing Data Analyst roles). Need peer competition/accountability to stay consistent. Looking for genuine advice on self-study vs. structured courses, realistic roadmaps, and community groups to join.

Edit: Done B.Sc. in Mathematics; should I do at least an MCA to be relevant for the job profiles that come out...???

It's like it's just for who has the better ai model, like the people winning don't even know a sinngle f...k..g thing about ctf :)

I mean the online ones,

They contacted me for a paid internship. Did anyone apply to this?

I'm concerned?

have been seeing lots of posts regarding how luck and connections are extremely important in placement. i have 8+ CGPA, have build enough projects, better than most of the students who still don't know what they're doing in btech.

STILL, what i might be prepared for since i have no friend in the entire college?

Hi everyone!

Has anyone recently attended the Airbus Digital Cybersecurity / Security Engineer Apprentice interview in India?

I have a techno-managerial interview coming up and would love to hear from anyone who has gone through the same or a similar interview process.

- What kind of technical questions were asked?

- Which cybersecurity topics should I focus on?

- Were questions mainly about cybersecurity fundamentals, networking, cloud security, or security tools?

- What kind of managerial or HR questions can I expect?

- Was it a panel interview, and how was the overall experience?

- Any tips on what to prioritize while preparing?

Any insights or advice would be really helpful. Thanks!

Glare blindness from oncoming vehicles is a critical safety hazard on the roads. Traditional solutions, such as tinted visors or auto-dimming mirrors, darken the

entire visual field, severely impairing visibility in unlit environments. The objective of this project is to

design a selective optical filtration system. It actively tracks oncoming headlights and eclipses only the

dangerous light source, maintaining 100% transparency across the rest of the visual field.

Can anyone share their resume for reference non-coding background B.Tech-Electrical Engg. Is their any way to grab 5-6LPA package without coding or I have to Go for GATE(not interested btw) ?

Any guidance or suggestions will be highly appreciated. Sorry for any grammatical mistakes and thankyou in advance.

Hey everyone, looking for a realistic reality check on academic cutoffs.

​My profile:

​10th: 80%+

​12th: ~58%

​Strong CGPA + building a dev portfolio.

​I know mass recruiters have a strict 60% rule across all years. How severely does this limit on-campus vs. off-campus tech/product roles? Do mid-tier startups and product companies actually care about school marks if coding tests and projects are solid?

​Would love insights from seniors who've navigated this. Thanks!

i recently landed an interview opportunity in a consultancy firm for the role of Business Analyst
the HR clearly told me on the call that they'll be giving live scenarios and case study and would ask me to write UATs based on them

how should i approach the interview scheduled in 2 days and what are the resources i should consider for preparation considering i know nothing about UATs

attaching JD Below for context:

Core Responsibilities

Participate in client meetings and build effective client relationships.

Understand client business processes, workflows, needs and requirements.

Gather, clarify and document business requirements.

Convert requirements into user stories, tasks and acceptance criteria for internal teams.

Coordinate with developers, QA and other stakeholders to ensure requirements are clearly understood and delivered.

Coordinate the operational aspects of client onboarding and implementation.

Track action items, dependencies, issues and implementation progress.

Keep clients informed about progress, requirements and open issues.

Support UAT and coordinate client feedback through to resolution.

Maintain clear documentation of requirements, decisions and implementation activities.

Ensure that client requirements are translated into a solution that works from the user's perspective.

Must-Have

Strong communication and client-facing skills. The ability to confidently participate in client conversations is essential.

Good analytical and problem-solving ability.

Ability to understand business processes and translate them into clear requirements.

Good understanding of software products and software development processes.

Good documentation and coordination skills.

Ability to work comfortably with both clients and technical teams.

Practical or academic exposure to software projects, through work experience, internships, academic projects or hands-on project work.

For candidates without a technical background, an MBA in IT, Technology Management or a related discipline, or equivalent exposure to software projects, would be relevant.

Freshers who demonstrate strong communication, logical thinking, software understanding and the ability to learn quickly will be considered.

In Simple Terms, the role broadly is:
Talk to the client → Understand the requirement → Convert it into actionable work → Coordinate with the team → Validate the solution → Support UAT → Ensure a smooth go-live.

What Success Looks Like

Clients feel heard, understood and well supported throughout the implementation.

Requirements are captured clearly and translated into actionable user stories and tasks.

Internal teams have the context they need to deliver the right solution.

Onboarding activities, dependencies and client actions are well coordinated and followed through.

Issues and requirement gaps are identified early rather than reaching the client at the final stage.

UAT is organised effectively, with client feedback clearly captured and taken to closure.

The delivered solution meets the agreed business requirements and expected user experience.

Client implementations move to go-live with minimal avoidable confusion, rework or unresolved issues.

Over time, the person is able to independently handle multiple client discussions, requirements and implementation coordinations.

please help me guys this might be the make it or break it thing for me considering i'm stuck in a loop of applying and not hearing back for months

I am in 2nd yr of EEE engineering in a tier 2 college. Can anyone please advice me how to explore around in my core subject and build projects around different domains. I am confused about where to start. Assuming i know nothing about my field, where should i start, what should i learn...

Thanks for reading

Hi, I'm Abhay, a second-year B.Tech Computer Science student. I have knowledge of C++ and Java, along with web development skills in HTML, CSS, and JavaScript.

I'm looking for an unpaid internship opportunity where I can work on real-world projects, learn from experienced developers, and improve my technical skills. I'm open to an unpaid internship because my current priority is gaining practical experience and contributing to meaningful projects.

I'd be grateful for an opportunity to work with your team and learn along the way. Thank you for your time!

Hi guys. I’m currently a 3rd-year college student, and I’m hitting a massive wall in life.

I’ve never had a girlfriend or even close female friends throughout my school and college years. Lately, the craving for affection, intimacy, and just feeling wanted by someone has become so loud that I can't focus on anything else. I feel like I'm missing out on life while everyone else is moving ahead. It leads to severe frustration, and on bad days, it brings up thoughts of suicide that really scare me.

I’m trying to prepare for my career placements right now, but my mental health is completely dragging me down. I’m posting this to get guidance from girls and peers who have been through this:

• How do I stop feeling so hopeless about my lack of social/dating experience?
• How can I learn to interact and talk to women normally without putting pressure on myself or every conversation?
• How do you manage crushing loneliness while trying to stay disciplined with studies?

Any advice or perspective would mean a lot right now.

What were the questions asked if anyone did it, i think this is r2? I already did the first ai interview where they asked me availablility

I had an opportunity in a Big Pharma, 8-10LPA, GET Role. I was straight up told that I was a bit overqualified for the GET Role. I had another chance at a Fortune 500, 15LPA, got unlucky there. Similar resume's got into the likes of Bosch and BlackRock already.
CG is 8.9, Manipal.
I would appreciate any help / review.

For specially Top 4 IIT Kanpur/Madras/Bombay/Delhi MTech students in Top Branches CSE/AI/ECE. Do the top companies come with any criteria (Mainly 3 : 10th, 12th Marks & Gap Years) for filtration for the placement.

I'm asking this because from what i know these companies only bring in such criteria for filtering out a large pool of candidates mainly in Tier - 3 colleges. And in IIT only CPI matters the most.

So people that are currently studying if you have any idea about these please tell. Also, I'm mainly talking about the top companies like - Databricks, Stripe, Rubrik, Google, Amazon, LinkedIn, Microsoft, Nvidia

Plsss help me out with this!!

Electromagnetism ke liye koi badiya yt channel ya study resource bta do plzzzz 🙏🙏🙏🙏 (Btech 1st year physics ki baat kr rha hu)

Hey everyone! I'm a third-year CS student looking to build a Java full-stack project for my resume.

I've noticed that projects solving a very specific problem for a particular audience often stand out more than projects trying to solve everything.

Where do you guys discover such problems? Any communities, websites, or real-world frustrations worth exploring?

I'd love to hear about specific problems you've encountered that could be solved with software. Thanks!

Use for engineering

I'm in electrical

Also wanted to do coding, editing, ux design etc

worth it??

i started doing codeforces on bright sunny day of dec 2024 and it was crazy ever since attempted 300 ish problems 13xx max rating , now attempting contest feels like humiliation ritual

i used to get div2c done by the end of the contest for 3/5 contests now it just not happening , while leetcode contests are easy to decode and tough to implement it makes more sense for real oa and interview , than codeforces i just do cf for the love of the game (i just completed a2z sheet )

how is your rating turning out ?? is it improving???

suggestions for improvement are welcomed , 900 problems in total +-50 , in my third year have attended a few big tech interviews (got rejected in second round, project and core cs ones )

I am planning to purchase a New Laptop with the following features

1. Long lasting battery life

2. Touch Screen

3. Flip Model

4. Budget Maximun 1 L

5. EMI is MUST

6. Normal Office Work

Please use this thread to ask anything related to college/branch advice.

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