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Stochastic Scribbler ✨

Personal blog by Bibin documenting explorations in technology, research papers, and development. Built with Jekyll using the modern and feature-rich Hydejack theme.

What You'll Find Here

  • 📄 Paper Reviews: Deep dives into research papers with technical explanations and key insights
  • 📚 Book Notes: Summaries and reflections on technical books and learning materials
  • 🎓 Course Notes: Documentation from online courses, lectures, and tutorials
  • 💻 Development: Programming insights, tools, and best practices
  • 🧠 Research: Comprehensive reviews covering important topics in AI/ML

Recent Topics

  • Transformer architectures and attention mechanisms
  • Large Language Models (LLMs) and training techniques
  • Parameter-efficient fine-tuning methods
  • GPU computing and parallel programming
  • DevOps practices and system design

Technical Setup

This blog is powered by:

  • Jekyll 4.3 for static site generation
  • Hydejack 9 theme for modern, responsive design
  • KaTeX for fast mathematical equation rendering
  • GitHub Actions for automated deployment to GitHub Pages
  • Custom branding with personalized logo and styling

Development

To run this blog locally:

# Install dependencies
bundle install

# Start the Jekyll server
bundle exec jekyll serve

# Visit http://localhost:4000

Writing Posts

Posts are written in Markdown and stored in the _posts/ directory:

---
layout: post
title: "Your Post Title"
tags: [nlp, research, programming]
---

Your content here...

Mathematical equations are supported via KaTeX:

  • Inline: $E = mc^2$
  • Display: $$\text{Attention}(Q,K,V) = \text{softmax}(QK^T/\sqrt{d_k})V$$

Theme Customization

  • Logo: Custom logo in /assets/img/logo.png
  • Favicon: Browser tab icon in /assets/img/favicon.png
  • Sidebar: Background image in /assets/img/sidebar-bg.png
  • Colors: Accent colors configured in _config.yml

Deployment

The site uses GitHub Actions for automated building and deployment:

  • Push to main branch triggers automatic deployment
  • Built with Jekyll and deployed to GitHub Pages
  • Uses remote_theme for Hydejack compatibility

Contact

Questions or discussions about the content? Feel free to reach out!


Built with the Hydejack Jekyll theme.

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