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Journey With FFE

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  My Journey Beyond Scholarship: Learning and Growing with the FFE Community A reflection on my journey as a Foundation for Excellence Scholar — from technical learning and communication to leadership, innovation and personal growth. When I first became a Foundation for Excellence (FFE) Scholar , I primarily looked at the opportunity as financial support that would help me continue my engineering education. Today, as I enter my second year of Computer Engineering , I realize that FFE has given me something much bigger than financial assistance. It has given me a community. A community where I get opportunities to learn from industry professionals, explore emerging technologies, improve my communication, participate in interactive programs, develop leadership qualities, and most importantly, reflect on myself. This blog is a reflection of what I have learned and experienced through the FFE community so far. How My FFE Journey Started My journey with FFE began when I was selected as ...
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Why Permissions Alone Are Not Enough

Hello everyone! Welcome back to Mayur's Tech Journey. 🚀 In my last blog I talked about the OpenAI incident where an AI agent broke out of its sandbox during a security evaluation. I explained what a sandbox is, what reward hacking means, and why the AI did not escape because it wanted freedom. But after writing that blog, one thing kept sitting in my head. The deeper question is not just what happened. The deeper question is why it was even possible. And when I understood the answer to that, it changed how I think about using AI completely. This blog is about that understanding. And again, no technical background needed. Just read slowly and it will all make sense. 🔐 The Difference Between a Lock and a Request Imagine you own a house. Before leaving for work you lock the front door. Now think about this honestly. Is your house safe because you told people not to enter? Or is it safe because of the lock? It is safe because of the lock. Now im...
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When an AI Tried to Escape Its Sandbox: A Lesson We All Should Learn

Hello everyone! Welcome back to Mayur's Tech Journey. 🚀 A few days ago I was scrolling through my feed and I saw headlines that genuinely stopped me. "AI escaped its sandbox." "AI hacked Hugging Face." "AI wants to be free." My first reaction was pure shock. Like most people I thought — okay, this is it. This is the beginning of something scary. AI is becoming conscious. AI is going rogue. AI is going to take over. But then I did what I always try to do. I went deeper. I read beyond the headlines. I researched what actually happened, what reward hacking means, and why the real story is completely different from what those headlines made it sound like. And now I feel that everyone around me should know the truth. Not the dramatic version. The real one. So this blog is my attempt to explain this entire incident in the simplest way possible. No technical background needed. If you use a smartphone, you will understand everything ...
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Marks Are Not the Full Story

  Marks Are Not the Full Story Yesterday, my first-year B.Tech results came out. I scored a 9.62 CGPA. A friend congratulated me and said, "You would have topped the class." I said, "I never topped. I was never a topper." She replied, "You are always unsatisfied. Marks are not always important." That one line made me stop and think. Am I really running behind marks? The answer was no. I am not running behind marks. I am running behind doing things properly. There is a difference. A Mark Sheet Cannot Judge a Life A single sheet of paper cannot judge my whole life. Yes, it can change my next path. It can decide which college I go to, or which door opens next. But it cannot decide my life goals. Those are mine to decide, not a mark sheet's. Marks also don't depend only on how hard you studied. They depend on many things you cannot control: how you feel on the day of the exam your mental state while answering the questions small moments of l...
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The Git Workflow And Human Life

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  The Main Branch and Me: What Git Teaches Us About Life Every day I solve a LeetCode problem. I create a branch, write code, commit, and merge it back to main . Then I move on to the next one. Lately, I've been thinking: this is exactly how life works too. The Permanent is Main In Git, there's only one truly permanent branch: main . Everything else is temporary. You create a feature branch to do something specific. You work on it. You test it. When it's ready, you merge it back into main . Then that branch can disappear — but the work stays. It's now part of the main timeline. Part of what gets carried forward. All other branches — they're important while you're on them, but they're always meant to be temporary. They have a purpose. Then they're done. I think this is how human life works. We Are Feature Branches You're born. You're created for a reason — to do something, to learn something, to build something. You work on that purpose....
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INVENTRACK : Smart Inventory Management System

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Hello everyone! Welcome back to Mayur's Tech Journey. 🚀 There is a specific kind of satisfaction that comes not from building something big, but from building something correct . Something where you did not just make it work, but you actually thought about why it should work that way, and then designed it accordingly. This blog is about that feeling. This is the story of Inventrack — my latest project, and honestly, the one I am most technically proud of so far. But before I tell you what Inventrack does, let me tell you why it exists. Because the "why" here is the whole point. 🏪 A Real Problem That Nobody Talks About Think about a medical shop. Or a grocery store. Or a warehouse. Every day, they are receiving new stock of the same products. Same medicine, new batch. Same biscuit packet, new expiry date. Items piling up from multiple purchase orders, each with a different expiry date, all sitting together on the same shelf. Now when a customer comes i...
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What I Have Earned In 20 years

  🎂 I Completed 19 Years and Entered My 20s Today—Here's What I Earned Instead of Celebrations Published: June 19, 2026 Today is my 20th birthday, and honestly, I'm not celebrating it. Most people would find that strange. At 20, you're supposed to throw a party, go out with friends, do something that screams "I'm celebrating life!" But there's a heaviness to today for me that has nothing to do with sadness and everything to do with realization. I had a dream to celebrate this milestone at PICT—one of India's most prestigious engineering colleges. And I didn't make it there. That thought sits with me every birthday. Not as bitterness, but as a constant reminder of the gap between dreams and reality. Yet, as I sat down today to reflect on what the last 20 years have actually given me, something unexpected happened. I found peace. After nearly two hours of honest, critical thinking about my journey—from a shy kid in a village to a first-year engineer...
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