this video is currently trending so much and grabbing views. this guy promoting his video and startup by his reddit id and when you see his reddit id you will get to know about his reality

his reddit id - u/Historical-Deer-4062

and im pretty sure he is lying too in his yt video

btw i caught him from this post - https://www.reddit.com/r/Btechtards/comments/1x9ze5v/comment/phpmy8k/?context=3

better luck next time ;)

Either he is saying metaphorically for employment or this is seriously f*ckedup waise I have seen mechanical jobs as low as 2 lpa but this is even less than daily wage labour

So if you move forward today even just a small step it's so much better than nothing and I am proud of you!

Be a little bit better everyday and be consistent! Consistency is far more important than doing a lot in one day!

Give yourself time, get distracted less and keep moving forward!

Now tell me what are your productivity plans for tmrw ?

I completed 69 leetcode hards today 🎀😭 I deserve some praise for it yk!

I have been trying to make reddit a positive space and hopefully we can support and be there for each other in this difficult times of no job security 🎀✨🪄

I am looking for a winter internship for this year December. I’m a 2028 graduate, and my Summer 2027 internship is already sorted. Could you guide me on where should apply (platforms) and how to find HR or recruiter email for cold emailing?

I genuinely fucked up my midsems cause I couldn't retain much info, now I'm scared that my cgpa is fucked and even If try the max I could reach might be 8.

hey everyone!

recently finished building my first neural network from scratch using Python and NumPy.

it's a small 2 → 3 → 1 XOR network. implemented forward propagation, backpropagation and gradient descent manually to understand how everything actually works.

the repo includes runnable code, mathematical notes, training visualizations and 12 editable diagrams.

also published my first technical article on Medium explaining the entire process.

GitHub: https://github.com/Vaibh37/Neural-Network

Medium: https://medium.com/@devvaibhav37/building-a-neural-network-from-scratch-the-mathematics-behind-learning-xor-10441e674a69

would appreciate feedback. if you find the project useful, consider starring the repo 🍀

Helpu kardo bhai log

This is the only firm which has revoked FTE and intern offer for 4-5 different years

2021-FTE revoked

2022 - Layoff of 2 VPs and 3 SDE1/2

2024 - Internship offer revoked

2025-SDE1 revoked

2026-3 Interns fired in 1 week + 4 FTE offers revoked

Please humble request to stay away from Archana Ghei / Anuja Arekar - Scam HR ladies from this firm

The so called founder / VP - Rahul Subramanian & Arleif Braganza (they both use cheap tactics and tricks && completely beggar mindset)

Please see the proofs & humble request if u want to save your career stay away from their internship /FTE

I have attached screenshots of people getting fired in 2 months and joining random startups (ofc life gets fucked up if work with these beggars Archana /Arleif & Anuja), proofs of getting revoked

If these is still not enough - Search on google /linkedin -- " Trilogy Innovations revoke

And just a note they claim high CTC although they pay at a delay of 4-5months. My internship stipend was credited 6 months after internship

They have been banned from many colleges fo hiring!

​

One professor asked me and my friend that we eat non veg and we said yes then he started preaching to us why we should not eat non veg and non veg affecting our Brain blah blah. Like shut up bitch , why they can't mind their own business we are not forcing them to eat? And it's not like non veg is harmful for health if anything it's healthier in many cases. It was not first time something like this happened and I am sick of it .

Its 4th Rejection In a Row.. Had 3 Rejection off-campus and this 1st on on-campus ... Position i am applying is SoftwareEngineer, SDE , FSD , Backend Developer , AI Engineer..

Hello Seniors/ Batchmates/ Juniors, In my clg a company is offering 15k P.M is it enough to survive in gurgaon ? kindly reply at earliest

Hey everyone,

Sharing my full interview experience for the Amazon SDE-1 role (India) from initial outreach through all 4 rounds. The process was spread out over several months with a mix of an on-site drive in Bangalore and virtual rounds on Zoom.

Timeline & Application Flow

• Initial Outreach: Reached out by a recruiter around Sep/Oct of last year. Separately applied to another relevant Job ID in April.
• Online Assessment (OA): Received the OA link in May (~7 months post-initial outreach).
• Hiring Interest Form: Cleared the OA and received the hiring interest form in mid-June.
• Onsite Invite: Mid-July, received confirmation for the in-person Round 1 drive at Amazon's Bangalore office scheduled for July 29th.

Round 1: In-Person Onsite Screening (Bangalore Office)

• Format: Face-to-face on pen and paper (1 SDE-1 + 1 SDE-2 panelist).
• Logistics: Arrived around 9:00 AM, passes handed out, and lunch was arranged by Amazon. Due to scheduling queues across multiple candidates, my slot kicked off around 3:00 PM.
• DSA Questions:
  1. Variant of Koko Eating Bananas (Binary Search on Answer): Had to explain the search space, define the predicate function, and write complete code on paper.
  2. Daily Temperatures (Monotonic Stack): Standard monotonic decreasing stack pattern.
• Experience:
  • Being my first in-person office interview, I had some initial nerves during the dry runs and tracing steps on paper, but I worked through the boundary cases.
  • After the coding portion, they asked about my past experience and had me sketch out high-level system architecture on paper. The panelist cross-checked the design and components, which went smoothly.
  • Wrapped up with an engaging 15–20 minute discussion regarding tech, AI.
• Outcome: HR briefed us to wait ~1.5 hours, then informed us that remaining loop rounds would be virtual and that hard eliminations would begin post-Round 2.

Round 2: LLD & Core Problem Solving (Virtual via Zoom)

• Gap: Scheduled roughly 2 weeks after Round 1.
• Interviewer: Senior SDE.
• Format: Started with an LP question followed by live coding in a shared editor.
• Problem: Task / Job Dependency Scheduler (Topological Sort / Kahn’s Algorithm)
  • Given boilerplate code, had to implement the core execution queue and scheduling logic.
  • Implemented it using Kahn’s Algorithm (indegree tracking + BFS queue) for cycle detection and execution ordering.
  • The interviewer dynamically shifted constraints mid-problem, and I was able to adapt the logic and data structures quickly.

Round 3: Hiring Manager / SDM Round (Virtual via Zoom)

• Gap: Approximately one month after Round 2.
• Format: Behavioral (LPs) + Core Problem Solving / System Logic.
• LP Discussion: Started with an LP question focused on doing something different or beyond standard expectations.
• Technical Problem: Design an In-Memory Rate Limiter
  • Discussed low-level mechanics and edge cases.
  • Walked through the progression from a basic in-memory counter to an optimized sliding window using a std::deque to accurately enforce sub-second window boundaries.
  • The discussion was deep and ran ~10 minutes over schedule, but the interviewer seemed very satisfied with the technical direction and trade-offs.

Round 4: Bar Raiser / Peer Round (Virtual via Zoom)

• Gap: Approximately one month after Round 3.
• Interviewer: Senior SDE from an external org.
• Format: Deep LP evaluation + Candidate Q&A , No DSA(~30–35 mins total).
• LP Probes:
  • Started with: "What is something you did outside of / apart from what the job required?" Followed by deep probing into the why, what, operational trade-offs, and metrics.
  • Followed up with: "What is the most critical piece of feedback you have received?" Owned a real past gap and clearly explained the corrective mechanism implemented to address it.
• Flow & Wrap-up:
  • The interviewer finished all their questions in about 25 minutes, mentioning they had collected all the data points needed.
  • We spent the remaining 5–10 minutes on my questions about team structure, mobile/client architectures, and engineering trade-offs. The entire round concluded smoothly in around 30 to 35 minutes.

All Rounds were kinda very DSA heavy and like very deep dive kinda tbh.

Current Status

Currently waiting on the final results/debrief update. Really hoping for a positive outcome!

Happy to answer any general questions about the logistics or DSA patterns in the comments!

Im confused between these two courses and need some suggestions.

I have around 6-7 months to prepare for placements (mostly offcampus, college is shit). My main goal is to get good at DSA, solve LeetCode and Codeforces problems, and prepare CS fundamentals (OS, DBMS, CN, OOPs, system design, etc) for interviews.

Sometimes I feel CP will help me in DSA and coding round, so I should go with TLE and learn the other things from the internet. But then I feel like I have very limited time and should focus on everything, which makes TUF seem like a better option.

If anyone has used either course, please share your experience. Is TUF really worth the extra price, or would TLE + free resources be enough?

I just want to choose one and stick with it. Thanksss

So as the title says im in a tier 3 clg in 2nd year of b.tech. Idk I js wanna rant bout how much I hate this clg….I always wanted a clg life, a hostel life and a good friends grp and all but yeah I didn’t have much options back then and had to take admission here. Tbh it’s almost 2yrs here and I still can’t own this place or neither the ppl. I regret so much not studying back then. When I see my frnds who are in good universities and all I really can’t hold back my tears. I took a partial drop in my first year to prepare for BITSAT. But yeah unfortunately I couldn’t make it to bits, it’s my dream clg btw. I really wanna get into bits even today but I have no option left. I wanted a good clg life, and ik I deserve better than this place and I even know I neglected my studies without knowing the consequences. I hate this place, I wanna get out of here. I regret everysingle day.
When I discuss this with ppl they js in say move on. But yeah js wanted to share.

Today we had Group discussion in our class of 10-10 students' groups for 10 minutes GD.

The thing is that I know how to write english, speak english, but I don't have that level of confidence. My face was burning like hell.

I spoke like 4 points in that Group discussion idk how maybe bcz it contained marks but still I want to be more open and want to come out of the bubble.

Hey guys I am 3rd year Btech student I am the first one in my branch to get a paid internship.

As I got a paid internship they are overhyping me i think so like I don't think they need to give me so much attention like I locked in for a month actively applying and with sleeping 4hrs I think everyone can do it if they need to .

As of now I am trying to get a corporate internship but I am finding myself lost I need help from you all can you check what are the things that are stopping me from getting shortlisted for the internship like my resume is not getting shortlisted

I have countless resumes that I make , this is the latest one I made couple of days ago I think its bad like on the design and stuff I have multiple projects on my github you can check them out by name So-coder-ai

I need help from you all my seniors and product mangers please don't drop useless comments if you think you are better than me then only suggest me things

I am trying to crack SDE , Backend or ML roles mostly any in Tech as a Internship or a full time .

I'm in 2nd yr right now. Done with CA OS at decent level and pretty decent at Data structure & Algo atp.

My concern is I don't really have time. I have set a target to do OOPS, DBMS, CN, LLD+HLD too.

To think of time 3rd sem is about to finish in a month. And in 4th sem all n all I'll only be able to finish the topics I mentioned.

My concern is I have done no as such Backend, ML, Webdev, Data Science projects or anything. I never dig deeper into this. I've not used docker, kubertenres , AWS , java script, spring boot etc etc.. all the buzz words I hear all the time. Training model, web3, react , fastapi.. what not man...

And thus it makes me anxious about internship season that will I even have time for these.

Also I don't get that people who actually are making models and working on we are building stuff shit. How do they get to the infra without knowing about core cs?

How is someone into Blockchain without studying CN? How's someone making ML models without probability , statistical inference course?

Please someone clear these up for me. I feel overwhelmed alot many a times.

Hey there, so little bit about me, Failed JEE got into Tier 3 don't even know how this college work 9-5 classes like I work in corporate or they are training us like I would got the job from this college BS aside I got into college and focus on coding DSA and participating in hackathon, making new friends and in all these I forget to study for my mid term now 1 week away 6 subject and I feel like I am screwed. What to do now please any peer and senior advice would be gold for me 🙏🫪

Hey guys!

I'm a 2nd-year IT student at a tier-2 college in Mumbai, originally from near Nagpur. I'm looking for people to learn Java with starting this December (got exams to survive first).

I'm still a beginner, and I want to find a few people who are in the same boat so we can learn together, set goals, track progress, solve problems, and eventually build some cool projects.

But I don't want a group where everyone acts like they're preparing for Google 24/7. I want people who are serious about improving but also fun to talk to. We can discuss coding, college drama, random stuff, share memes, and just be friends along the way.

I've had my share of fun in first year, but now I feel like it's time to get my shit together and actually build some skills before internships and placements sneak up on me.

No experience required. Just be willing to learn and show up consistently.

If you're also starting out and want to improve together without making coding your entire personality, hit me up! Let's figure things out together.

Hi guys I am third year student and I really want to get an inter but I am confused what skill should I learn I am willing to learn things but I just need a path like what should I learn my sequence minor I am confused alone in different techstacks and confused about what a I should I learn please help me