What I Wish I Knew When I Was a Fresher


Hello Reader,

Recently, I had the privilege of speaking to the Computer Science and Business Club at Rutgers University - ranked #1 in New Jersey for Engineering and Computer Science by U.S. News & World Report. It was incredible to see how driven and curious these students were. Many already had offers from Amazon, JPMorgan, and other top companies.

Talking with them took me right back to my college days - studying for exams, chasing grades, and trying to figure out how to land that first big job.

If I could go back and talk to my 22-year-old fresher self, here’s what I’d tell him.

💡 1. Grades Matter - But People Matter More

Growing up in India, I believed that high grades were everything. Top marks equaled success - or so I thought. I skipped parties, ignored networking events, and turned down clubs just to keep my GPA perfect.

Then reality hit: no one at AWS ever asked for my GPA.

Grades are important, but your ability to connect, communicate, and collaborate will take you further. At AWS, I’ve passed on technically brilliant candidates simply because they couldn’t tell their story or connect with others in an interview.

If you’re shy or introverted (like I was), start small. Talk to alumni. Attend a meetup. Ask someone about their job. The first few times might be awkward - but by the tenth, you’ll sound confident and ready.

⚙️ 2. Don’t Wait for Permission to Learn

I used to think “hands-on experience” meant waiting for class projects or internships. Big mistake.

You don’t need a professor or a boss to tell you when to start learning. Build something. Break something. Get stuck. Get confused. That’s where growth happens.

My career-switching students today - people moving from TAM, Dev, or QA roles into Solutions Architecture - learn the same way. They tinker. They deploy. They experiment with the same AWS tools used in real jobs.

And when you build, showcase it. Post it on LinkedIn, share your repo, explain what you learned. Don’t let perfectionism stop you. I avoided sharing my early projects out of insecurity - but trust me, people who know less than you are posting way more.

🌍 3. The Real World Doesn’t Follow a Syllabus

At 22, I thought the tech I learned in school would last my career. I was wrong.

Technology moves fast - and your success depends on how quickly you adapt. The Rutgers students I met were already building GenAI and cloud projects outside their curriculum. That curiosity will keep them ahead of the curve.

So keep tracking trends. Don’t just learn for exams, pay attention to the trends, and upskill on them

😅 4. (Bonus Tip) Just Because You Can Grow a Mustache…

Let’s just say - some lessons you only learn once. 😂 Here is a pic of mine two decades ago

🚀 Final Thoughts

Whether you’re a student or mid-career professional:

  • Grades matter, but networking matter more.
  • Don’t wait for permission to learn.
  • Stay curious about what’s next.
  • Share your work and your story.

It’s never too early or too late to go after the career you want. Don't let any one tell you that you can't achieve something. Go get after it!

If you have found this newsletter helpful, and want to support me 🙏:

AWS SA Bootcamp with Live Classes, Mock Interviews, Hands-On, Resume Improvement and more: https://www.sabootcamp.com/

Keep learning and keep rocking 🚀,

Raj

Fast Track To Cloud

Free Cloud Interview Guide to crush your next interview. Plus, real-world answers for cloud interviews, and system design from a top AWS Solutions Architect.

Read more from Fast Track To Cloud

Hello Reader, Almost every cloud and Gen AI interview right now includes this question. And almost every candidate gets it wrong. Not because they don't know Gen AI. But because they know too many terms and connect none of them. Let's fix that today. Question: What is an AI Agent? Common but average answer - "An agent can perform complex tasks without a prompt." Why is this average? It doesn't explain the superpower of an AI agent. It doesn't show how agents are different from a simple...

Hello Reader, Everyone's building AI agents. If you've been following our newsletters, on MCP, on agent memory, on getting hired, you know that agents are the next evolution. They connect to your tools, they take actions on your behalf, and they're moving from demos into production faster than most organizations are ready for. But the question almost nobody is asking: who is securing the AI itself and how? To answer that, we welcome Adam Bluhm, Principal AI Architect @HiddenLayer (Ex-AWS)....

Hello Reader, Agents are everywhere. But there’s a big difference between using an agent and building one end-to-end. Let's face it - if you tell a recruiter that you played with Claude or ChatGPT, or even created a workflow using n8n, that won't impress them. Because when a company hires you, it expects you to know how to build agent using the infrastructure components. With that in mind, let's turn our attention to how to build an agent. Good Agent Let's take a look at building a good...