”Coming from a smaller city, I never had seniors in product companies to guide me. The mentors filled that gap, from resume edits to salary negotiation tips.

Internship, edtech product

”Still in my final semester, but the labs run alongside college, so I don't have to choose between attendance and learning. My GitHub finally looks alive.

Placement in progress

”Fine-tuning a small model on Gujarati text was my favourite project. The mentor pushed me to write it up properly, and that write-up is what my interviewers asked about.

Research Intern, AI lab

”We built a RAG chatbot over our own college syllabus. It was buggy at first, but the mentor made us measure answers properly. That evaluation part is what got me the internship.

AI Intern, SaaS product team

”Mock interviews were brutal in a good way. By the fourth one I could explain my system design choices without freezing. Got two offers in the same month.

Software Engineer, IT services

”Internet issues back home meant I missed a few live sessions, but recordings and the mentor's patience kept me on track. Now I work remotely for a Bengaluru team.

Remote Developer, SaaS company

”In college I had only built to-do apps. Here we shipped a payments dashboard with code reviews every week. My interviewer spent half the round asking about that project.

SDE-1, fintech startup

”Our on-call simulation week was chaos, and the best week of the program. I now actually understand what monitoring and alerts are for.

Site Reliability Intern

”The faculty didn't hype AI. They showed where LLMs fail and how teams actually ship them. That honesty is rare and it made me a better engineer.

ML Engineer Trainee

”My college taught me models. Here I learnt to clean data, explain results to non-technical people and deploy a simple API. That last part made all the difference.

Junior Data Scientist

”The mentors actually worked in analytics, so the SQL problems felt like real tickets, not textbook questions. I stopped being scared of messy datasets.

Data Analyst, retail MNC

”The hiring brief we worked on came from an actual company. Three of us from that cohort got interview calls from them directly.

Backend Engineer, AI startup

”The case studies used Indian datasets, like kirana sales and railway bookings, so the problems felt close to home. I wish the statistics module was a little longer.

Analytics Intern, healthtech

”I switched from electronics to cloud. Deploying our capstone on a real pipeline, breaking it, and fixing it at 2 am taught me more than any certification.

Cloud Support Engineer

”Labs were very practical. The first Kubernetes week was overwhelming, but the troubleshooting drills later made production issues at work feel less scary.

Cloud Engineer, IT services

”Coming from a BCA background, I was worried I'd be behind B.Tech students. The pace was tough, but the doubt sessions after 9 pm saved me more than once.

Frontend Developer

”As a designer I was nervous about a tech-heavy program. Pairing with developers on the capstone helped me understand handoff in a way design school never did.

UX Designer

”I liked that it wasn't only coding. Writing PRDs, talking to users and presenting to an actual hiring partner made the APM interviews feel familiar.

Associate Product Manager

”I was stuck in a support role for a year. The weekend batch let me keep my job while learning Terraform and AWS, and I switched internally within four months.

Platform Engineer

”I had cleared DSA rounds before but kept failing the project discussion. After rebuilding our capstone twice with mentor feedback, I could finally talk about trade-offs with confidence.

Full-stack Developer, logistics startup

”Honestly the first two weeks felt slow because I already knew Excel. After that the Power BI and Python work picked up and my final dashboard became my portfolio.

BI Developer

”Not from an engineering background at all. The product track taught me enough SQL and wireframing to hold my own in conversations with developers.

Product Analyst

”Everyone told me a mechanical graduate can't get into tech. The Linux and Kubernetes labs gave me hands-on proof I could show in interviews instead of just saying I'm a quick learner.

DevOps Engineer

”My mentor reviewed every pipeline I wrote line by line. Annoying at the time, but now my team lead says my PRs are the easiest to review.

Data Engineer