Mar 7, 2025
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20 min read
Diving into Reinforcement Learning and Attention Mechanisms
AI discussion
Deep Learning
Blogging
Hi everyone! It’s been a couple of weeks since my last post—life got a bit busy, and I’ll admit I got distracted along the way. But I’m back now, and I’ve been diving deep into some exciting topics: Reinforcement Learning (RL), specifically off-policy algorithms like Q-learning, and the fascinating world of attention mechanisms in Large Language Models (LLMs). I’ve also been working on an RL-based Tic-Tac-Toe game, which is nearly complete except for some tricky training hurdles. Plus, I stumbled upon an amazing video that broke down different types of attention mechanisms—more on that later!
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Feb 24, 2025
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15 min read
Empowering Patients with Technology: A Deep Dive into My Healthcare Project
Projects
Blogging
In today’s fast-paced world, managing healthcare can feel overwhelming for patients. Between keeping track of prescriptions, understanding medical conditions, and remembering appointments, there’s a clear need for a smarter, more organized solution. That’s why I built an innovative interface—available as both an HTML webpage and an Android app—to empower patients by organizing their medical documents and providing intelligent, personalized assistance. This blog post takes you under the hood of my project, diving deep into its architecture, technology stack, workflow, challenges, and future potential. I’ll explain everything in detail, sometimes repeating key points to ensure you fully grasp the technical nuances.
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Feb 23, 2025
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15 min read
How I learnt Deep Learning and LLMs
AI discussion
Deep Learning
Blogging
Today I’m taking you on a journey—from my first steps in deep learning to wrestling with large language models (LLMs) and even dipping my toes into reinforcement learning (RL). It’s been a wild ride of late-night coding, GPU rentals, and a YouTube obsession that changed everything. If you’re curious about how LLMs work, what makes attention mechanisms tick, or why RL is suddenly my new jam, you’re in the right place. Let’s break it all down, step by step, with plenty of visuals and beginner-friendly explanations along the way.
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Feb 23, 2025
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5 min read
Building My First Portfolio
Portfolio
Design
Blogging
Creating a personal portfolio was both challenging and rewarding. Throughout this journey, I learned valuable lessons about user experience design, responsive layouts, and the importance of telling a compelling story. I'll share my design process, the technical challenges I faced, and how I overcame them to create a portfolio that effectively showcases my skills and personality. Lets get started!.
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Feb 22, 2025
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5-10 min read
Starting My Blogging Journey: From Curiosity to Code
Self Development
My Journey
Blogging
Hi, I’m Ranjith Kumar, a recent BE graduate in Computer Science and Engineering from Kumaraguru College of Technology. I’m passionate about AI, computers, and fitness, and I’m excited to kick off this blog to share my journey with you. Whether you’re here for tech talk, fitness inspiration, or just curious about my story, I hope you’ll stick around. Let’s get started!
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