Build real AWS Data Engineering skills with the RADE™ system
A no-nonsense, hands-on 2-hour live masterclass. Learn the 3 secrets, the exact roadmap, and how Agentic AI + my RADE™ system help you build job-ready AWS skills in 60 days — not months of random tutorials.
Who this masterclass is for
Built for anyone moving toward AWS Cloud Data Engineering — and especially powerful for data professionals who want deeper AWS expertise and real, portfolio-ready projects.
Built entirely on the world's #1 cloud
AWS holds the largest cloud market share — which is exactly why AWS Data Engineering skills are among the most in-demand and sought-after in tech. This masterclass is 100% focused on the AWS stack: S3, Glue, Lambda, Athena, Redshift and more.
The RADE™ system — Real-world AWS Data Engineering
RADE™ is the heart of everything we do: you learn by building real AWS pipelines, not by watching tutorials. A structured, hands-on system that gives you the skills — and the confidence — to crack AWS Data Engineering interviews.
Breaking into AWS is hard on your own
Most people learning AWS Data Engineering hit the same three walls — here's how this masterclass helps you get past them.
😤 Tutorial overload
100+ videos and courses later, there's still no clear way to build one end-to-end AWS pipeline or answer interview questions with confidence.
📉 No cloud on the resume
Without hands-on cloud experience, it's tough to stand out for modern AWS Data Engineering roles.
🌫️ No clear roadmap
S3, Glue, Lambda, Redshift, Spark, Airflow… without a clear sequence, it's easy to spin in circles and lose momentum.
Explore AWS Data Engineer
salary ranges by experience
Drag to see the typical market salary range for AWS Data Engineers at that experience level, based on public salary data.
What you'll walk away with
Every minute is built to give you clarity and a concrete next step — no fluff.
The 3 secrets
Exactly how professionals move into AWS Data Engineering roles — the levers most people never discover.
The #1 Agentic AI tool
The AWS AI tool that slashes your upskilling time and helps you build pipelines with ease.
A 6–8 month roadmap
A crystal-clear sequence to go from your current role to AWS job-ready — without wasting months guessing.
Career growth
How in-demand AWS Data Engineering skills can open up new roles and opportunities.
Why DE is booming
Why companies are hiring AWS data engineers faster than ever — and how to ride that demand.
Start without mastering Python
How to get into AWS Data Engineering even if you don't consider yourself a strong coder yet.
Your roadmap to becoming an AWS Data Engineer
The full 6–8 month roadmap is revealed live. Here's the shape of the journey.
Map your existing skills onto AWS
Turn the SQL, ETL and data sense you already have into an AWS-ready mental model.
Master S3, Glue, Lambda & Athena
Learn the AWS services that power 80% of real data pipelines — hands-on, not slide-deep.
Build pipelines with AI as your co-engineer
Use the #1 Agentic AI tool to design, debug and ship AWS pipelines far faster.
Ship 1 real-world big data project
A production-grade AWS project processing millions–billions of records — genuine, portfolio-ready experience.
Rebuild your resume & LinkedIn
Reposition yourself so recruiters see an AWS Data Engineer, not a legacy ETL dev.
Interview with confidence
Answer AWS questions clearly, present your real-world project well, and walk in prepared.
Tools you'll learn on
Everything you get — free
Real people. Real career transitions.
These aren't stock photos — every story links to the student's public LinkedIn. Mostly data professionals who went deeper on AWS.
Real Data Engineering Hub students — each card links to their public LinkedIn. These are individual experiences, are not typical, and are not a guarantee of any job or result.
Video testimonials
Hear directly from students who transitioned into AWS Data Engineering.
What students are saying
Real results from real people — verified on Trustpilot & Google.
"The AWS Deep Dive sessions offer exceptional practical exposure. Rather than just handing us solutions, we're taught to leverage AI by crafting precise prompts and then customizing the code for our needs. The hackathons are instrumental in building confidence for technical interviews — my previously fragmented knowledge is now a comprehensive, end-to-end understanding of AWS."
"I'm already experienced in AWS with many certifications, but still felt under-confident. After Sachin Sir's guidance, teaching and materials, my confidence is at its peak — I don't feel afraid to try any service now. A person fearful in AWS becomes fearless after associating with him."
"I only had GCP experience and there were few calls in the market for it, so I found Sachin's RADE program. It covers all major AWS services in depth, with hackathon projects that give you a real, hands-on feel of a live project. Just by practicing the hackathon I cracked my interview. Highly recommend."
"The content is deep and well-organized — ETL pipelines, serverless architecture, cloud deployments — and every topic includes real projects that mimic actual industry problems. What sets it apart is the weekly hackathons that push you to solve real problems under real constraints. You get not just knowledge, but experience, confidence and a portfolio."
"When you want to learn a real-time AWS project, this is the right place to land. I highly recommend his course to anyone looking at AWS DE. BTW, I have 4 offers in hand now — cheers to you Sachin!!"
"Extremely well-structured. I work as a service delivery lead and was asked to handle an AWS data engineering project. Thanks to what I learned, I recommended performance improvements using Step Functions and proposed cost-saving mechanisms that genuinely surprised the customer. Worth every rupee."
"I came across the RADE program on LinkedIn and enrolled — it turned out to be a game-changer. The live hackathons and interview-prep sessions are especially valuable. Highly recommend the Data Engineering Hub."
"I highly recommend this program to anyone who wants to deep-dive into AWS Data Engineering — you don't just copy-paste code, Sachin makes you explore. The live hackathons really build your data-engineering muscles."
"An intensive 45-hour deep dive into AWS — Lambda, Glue, Step Functions, Redshift, SQS, SNS, CloudWatch, MWAA and more. The weekly hackathons building real pipelines were the highlight. RADE is the perfect launchpad."
"I was an MSSQL DBA aiming to become an AWS Data Engineer. Sachin's RADE program gave me structured learning and conceptual clarity in AWS — and I cracked multiple interviews to land an AWS Data Engineer role."
Verified reviews from Trustpilot & Google.
The messages that make our day
Unfiltered wins students shared the moment they cracked their AWS offers.
I've walked the exact path I'm handing you.
I started at TCS in 2008 as a support engineer. With a lot of struggle I moved into on-premise ETL development, and in 2020 I broke into AWS Cloud Data Engineering — the decision that propelled a stagnant career to a Lead Data Engineer role at the world's #1 airline in the USA.
Data Engineering Hub is the premium AWS academy I built so you don't have to struggle the way I did. Students range from complete beginners to professionals with 38 years of experience, across 20+ countries — and DEH alumni now work at Amazon, AWS, Databricks, Goldman Sachs, J.P. Morgan and more.
"These two decisions changed my career. In this masterclass, I'll show you how to make the same leap into AWS — faster, and with a clear plan."
Frequently asked
RADE™ stands for Real-world AWS Data Engineering. It's a structured, hands-on program designed to help you internalize concepts by doing — not just watching.
Yes. It's designed for beginners with no cloud or data engineering experience. You learn by building real AWS projects that give you practical, portfolio-ready skills.
Absolutely. We've trained students from complete beginners to professionals with 38 years of experience, including principal architects and SVPs.
No problem — you'll get full recordings, access to the materials, and live query support so you never fall behind.
Join from a distraction-free space on your laptop via Zoom, and arrive on time — entry may close 5 minutes after the session begins.
The masterclass is free. We've trained 1,000+ students worldwide who have built strong practical AWS skills, many of whom have transitioned into Cloud Data Engineering roles. Our focus is outcomes, not theory.
Reserve your free seat for the
Data Engineering Masterclass
This week · 9–11 PM IST · worth ₹1200 · + ₹16,000 in bonuses. All free.
Check your WhatsApp & email for your joining link and bonuses. See you Sunday at 9 PM IST.