# Andy LeRoy
> Published writings on technology, architecture, and AI
Public Ghost content for AI and LLM tooling. Use `/llms-full.txt` for consolidated page and post context.
Append `.md` to any post or page URL to get the content in Markdown (for example, `/example-post.md`).

## Pages
- [About this site](https://www.andy-leroy.com/about.md) - Andy LeRoy is an independent publication launched in July 2026 by Andy LeRoy. If you subscribe today, you'll get full access to the website as well as email newsletters about new content when it's available. Your subscription makes this site possible, and allows Andy LeRoy to continue to exist. Tha…
- [Resume](https://www.andy-leroy.com/resume.md) - andy_leroy_fs_resume_2026andy_leroy_fs_resume_2026.pdf120 KBdownload-circle I am a senior software and data platform engineer with 10+ years of experience designing and delivering cloud-native APIs, data pipelines, and analytics systems across B2B SaaS, fintech, and insurance. Most recently, I buil…

## Posts
- [Scoring a Franchise System Based on a 300+ page Legal Document (FDD)](https://www.andy-leroy.com/scoring-a-franchise-system-based-on-a-300-page-legal-document-fdd.md) - A technical case study into LLM extraction, Eval Sets, and Production Scoring of Franchise Systems using AI.
- [Turning 300-Page Legal PDFs into a Data Product: the Franchise Signal Architecture](https://www.andy-leroy.com/turning-300-page-legal-pdfs-into-a-data-product-the-franchise-signal-architecture.md) - A technical overview of an end-to-end pipeline - ingestion, LLM extraction, scoring, RAG, and an MCP server - built to modernize franchise due diligence and reduce information asymmetry for prospective franchisees.

## Optional
- [RSS Feed](https://www.andy-leroy.com/rss/)
- [Sitemap](https://www.andy-leroy.com/sitemap.xml)
- [Full content of pages and posts](https://www.andy-leroy.com/llms-full.txt)