Editorial math-first bio site and research notebook for flpvvvv, a data scientist writing about statistics, inference, machine learning, and the craft of understanding data.
Built with Astro and deployed on GitHub Pages.
- URL: https://flpvvvv.com
- Author: flpvvvv
# Install dependencies
pnpm install
# Start development server
pnpm dev
# Build for production
pnpm build
# Preview production build
pnpm preview- Framework: Astro v5
- Styling: Tailwind CSS
- Math Rendering: MathJax SVG output via
remark-math+rehype-mathjax - Syntax Highlighting: Shiki (GitHub Dark theme)
- Deployment: GitHub Actions → GitHub Pages
- Compile-time MathJax for crisp static equation rendering
- Editorial scientific-journal visual system with warm paper tones and margin-driven layouts
- Markdown content collections for posts, tags, and archive pages
- Light/dark theme toggle, reading progress bar, and math-safe overflow handling for dense equations
The site is blog-first: long-form notes and essays, primarily grounded in the MITx: 18.6501x Fundamentals of Statistics course and related statistical topics.
Topics include:
- Probability theory and distributions
- Estimation methods (MLE, Method of Moments, M-estimation)
- Hypothesis testing
- Bayesian statistics
- Confidence intervals
MIT