A Month That Shifted Something
Feb 16 · 2 min read · I didn’t sit down with a grand plan or a productivity framework. What changed was smaller than that. I just stopped waiting. For a long time, I had ideas I wanted to explore, hackathons I thought about joining, projects I considered building, prepara...
Join discussionHackathons: Lessons Beyond Winning
Jan 12 · 3 min read · Hello again, what’s up everyone! I hope everyone is doing great and enjoying their holidays. Sorry guys, I couldn’t post this blog consistently. After my first blog, I attended two more hackathons—one at GDG On Campus GITAM and another at ANITS Colle...
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Text Limit Issues? How Character Counting Works & Tools You Can Use
Dec 26, 2025 · 4 min read · If you’ve ever used Twitter, Instagram captions, or typed an essay in school, you’ve seen a text counter at work. It tells you exactly how many characters or words you’ve written. Many a times we require to write content that similarly requires word ...
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Creating VerboFix: From a College ML Project to a Human-Centric Speech Therapy Platform
Dec 17, 2025 · 6 min read · VerboFix didn’t start as a startup idea. It didn’t even start as a product. It started as a college machine learning project. Arun G, Kamalraj S, and Vasanth were working on a speech disfluency detection model as part of their academic requirements. ...
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From Confused to Confident:Key Takeaways from My First Open Source Documentation PR
Dec 12, 2025 · 5 min read · Introduction: Hi! I am Jessica Patel, a Bachelor of Technology student passionate about open source, technology, and writing. I love exploring new frameworks and documenting my journey, and I also enjoy travel and lifestyle experiences. This is my ve...
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Embracing the Journey: Why It's Okay to Still Be Figuring Things Out in Tech
Oct 6, 2025 · 1 min read · When I started learning to code, I didn’t really have a plan. I just wanted to build stuff.Some days I was trying to design a website, and other days I was deep into Python scripts — turning them into .exe files and feeling like a hacker 😅 But the t...
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The Answer Architect: How My AI Crafts the Final Legal Response 🏗️
Oct 3, 2025 · 4 min read · Chapter 1: The Grand Construction Project Begins 🚧 After all the retrieval, reranking, confidence calculations, and backup tool magic, my AI stands before its greatest challenge: building the perfect legal response. This isn't just about generating ...
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The Confidence Game: How AI Learns to Know When It Doesn't Know 🎲
Oct 3, 2025 · 3 min read · Chapter 1: The AI’s Moment of Truth 🤔 Imagine our legal AI assistant, fresh from a victorious reranking championship, standing before a pile of sorted documents. The user’s question echoes: “What does Section 302 say?” The AI glances at its stack an...
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The Great Reranking Championship: Where Documents Battle for Relevance 🥊
Oct 1, 2025 · 8 min read · Chapter 1: The Tournament Begins 🏆 Picture this: You've just run your hybrid retrieval system, and it returns a magnificent collection of 50 candidate documents. They're all technically relevant to the user's query about "Section 302 IPC", but they'...
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