Clearing screens, stalling in loops
Engineers who get interviews at top product companies but keep missing at the SQL, design or coding round.
Live · mentor-led · for working engineers
Get ready for the data and AI roles you're aiming for.
Live cohort programmes in Data Engineering, AI, ML and Software Engineering — with mock interviews, interview question banks and 1:1 mentoring from engineers at top product companies.
- Live classes, recorded for catch-up
- Limited seats per cohort
- Free 1:1 for registrants
Programmes
Four tracks. One way of teaching: live, with mentors.
Each programme is a live cohort with limited seats and a week-by-week plan, not a video library.
Enrolling
Data Engineering
Data Engineering Career Programme
From SQL fundamentals to production streaming, and ready for the data engineering interview loop at a top product company.
₹14,999View programme
Enrolling
AI Engineering
AI Engineering Programme
Build, evaluate and ship LLM applications (RAG, agents, fine-tuning, LLMOps) and get ready for AI engineering interviews.
₹19,999View programme
Coming soon
Machine Learning
ML Engineering Programme
Applied ML and ML system design, taught live by engineers from top product companies.
Get notified
Coming soon
Software Engineering
SWE Interview Programme
DSA and system design for the interview loops at top product companies.
Get notified
How a cohort works
Built around a full-time job.
About 6–8 hours a week: live sessions on weekends, practice in between, and a mentor who knows your work.
- 01
Live sessions
Weekend classes and a weekday doubt-clearing hour, taught live by working engineers. Every session is recorded.
- 02
Mock interviews
Realistic SQL, coding and system design mocks with written feedback — so the real loop isn't your first.
- 03
1:1 mentoring
Regular time with a mentor from a top product company to review your work, resume and plan.
- 04
Certificate
Finish the capstone to earn a verifiable certificate on programmes that offer one.
Who it's for
Entry- to mid-level engineers with a clear next step in mind.
Ready for a better offer
Engineers at service companies or startups who know they're paid below market and want a structured switch.
Keeping skills current
Engineers who are happy where they are but want real depth in data, AI and ML — not another playlist.
Mentors
Learn from engineers who do the job, not just teach it.
Abhi Sharma
Data Engineer, Google
Abhi is a Data Engineer at Google, working on the same class of cloud data infrastructure these programmes teach. He is Google Cloud certified as a Professional Data Engineer and a Professional Machine Learning Engineer, and writes on data engineering, ML and system design for 4,000+ engineers.
GCP Professional Data EngineerGCP Professional ML Engineer
Mentors on: Data pipelines · Airflow & Kafka · Data warehousing · ML engineering · System design
LinkedIn profileStart free
Try us before you commit to anything.
Free live bootcamp
A 60-minute live session on what interviews at top product companies actually test, and a roadmap for what to learn next.
See upcoming sessionsFree 1:1 with a mentor
Every bootcamp registrant gets one free session: a resume review or a doubt-clearing call. One per person.
Book my free 1:1From the blog
Free, in-depth, written by practitioners.
Data Engineering
What FAANG Data Engineering Interviews Actually Test
It's not just LeetCode with SQL instead of Python. Here's what the loop actually looks like, and where most strong engineers lose points.
Data Engineering
Airflow vs. Kafka: When to Use Which
They get lumped together as 'data engineering tools,' but they solve different problems. Here's how to tell which one you actually need.
Your next step starts with one free hour.
Free live bootcamps run every few weeks.